Details

Time bar (total: 4.6s)

analyze252.0ms (5.5%)

Algorithm
search
Search
TrueOtherFalseIter
0%99.9%0.1%0
0%99.9%0.1%1
0%99.9%0.1%2
0%99.9%0.1%3
0%99.9%0.1%4
25%74.9%0.1%5
25%68.7%6.3%6
25%53.1%22%7
25%46.8%28.2%8
25%33.6%41.5%9
28.1%18%54%10
31.6%12.1%56.3%11
33.4%5.9%60.8%12
35.2%3.8%61%13
36.1%2.9%61%14
Compiler

Compiled 32 to 20 computations (37.5% saved)

sample1.4s (30.5%)

Results
1.3s8256×body128valid
1.0msbody128invalid
Compiler

Compiled 95 to 59 computations (37.9% saved)

simplify57.0ms (1.2%)

Algorithm
egg-herbie
Rules
620×fma-def_binary64
556×cancel-sign-sub-inv_binary64
552×unswap-sqr_binary64
357×unsub-neg_binary64
344×+-commutative_binary64
Counts
1 → 2
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
01939
15737
216837
349237
4160433
5289133
6430933
7521433

prune5.0ms (0.1%)

Pruning

3 alts after pruning (3 fresh and 0 done)

PrunedKeptTotal
New022
Fresh011
Picked000
Done000
Total033
Error
0.0b
Counts
3 → 2
Alt Table
StatusErrorProgram
0.0b
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (fma.f64 (*.f64 a a) (-.f64 1 a) (*.f64 (*.f64 b b) (+.f64 a 3))) -1))
0.2b
(-.f64 (+.f64 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2) (*.f64 4 (+.f64 (*.f64 (*.f64 a a) (-.f64 1 a)) (*.f64 (*.f64 b b) (+.f64 3 a))))) 1)
Compiler

Compiled 166 to 104 computations (37.3% saved)

localize14.0ms (0.3%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (fma.f64 (*.f64 a a) (-.f64 1 a) (*.f64 (*.f64 b b) (+.f64 a 3))) -1))
0.0b
(pow.f64 (hypot.f64 a b) 4)
0.1b
(fma.f64 (*.f64 a a) (-.f64 1 a) (*.f64 (*.f64 b b) (+.f64 a 3)))
0.6b
(*.f64 (*.f64 b b) (+.f64 a 3))

series95.0ms (2.1%)

Counts
4 → 96
Calls

4 calls:

39.0ms
(pow.f64 (hypot.f64 a b) 4)
37.0ms
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (fma.f64 (*.f64 a a) (-.f64 1 a) (*.f64 (*.f64 b b) (+.f64 a 3))) -1))
11.0ms
(fma.f64 (*.f64 a a) (-.f64 1 a) (*.f64 (*.f64 b b) (+.f64 a 3)))
7.0ms
(*.f64 (*.f64 b b) (+.f64 a 3))

rewrite19.0ms (0.4%)

Algorithm
rewrite-expression-head
Rules
13×*-un-lft-identity_binary64
10×add-sqr-sqrt_binary64
10×add-exp-log_binary64
10×pow1_binary64
add-cube-cbrt_binary64
Counts
4 → 78
Calls

4 calls:

8.0ms
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (fma.f64 (*.f64 a a) (-.f64 1 a) (*.f64 (*.f64 b b) (+.f64 a 3))) -1))
6.0ms
(*.f64 (*.f64 b b) (+.f64 a 3))
1.0ms
(pow.f64 (hypot.f64 a b) 4)
0.0ms
(fma.f64 (*.f64 a a) (-.f64 1 a) (*.f64 (*.f64 b b) (+.f64 a 3)))

simplify83.0ms (1.8%)

Algorithm
egg-herbie
Rules
574×associate-+l+_binary64
469×distribute-rgt-in_binary64
453×distribute-lft-in_binary64
338×associate--l+_binary64
219×cancel-sign-sub-inv_binary64
Counts
174 → 162
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01743413
14643143
215563045
350743045

prune240.0ms (5.2%)

Pruning

4 alts after pruning (4 fresh and 0 done)

PrunedKeptTotal
New1593162
Fresh011
Picked101
Done000
Total1604164
Error
0b
Counts
164 → 4
Alt Table
StatusErrorProgram
0.0b
(+.f64 (fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (hypot.f64 a b) 4)) -1)
0.2b
(-.f64 (+.f64 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2) (*.f64 4 (+.f64 (*.f64 (*.f64 a a) (-.f64 1 a)) (*.f64 (*.f64 b b) (+.f64 3 a))))) 1)
1.4b
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (neg.f64 (pow.f64 a 3)) -1))
0.1b
(+.f64 (*.f64 (*.f64 b b) (+.f64 (+.f64 (*.f64 b b) 12) (*.f64 a (+.f64 4 (*.f64 2 a))))) (fma.f64 (*.f64 a a) 4 (+.f64 (*.f64 (pow.f64 a 3) (-.f64 a 4)) -1)))
Compiler

Compiled 5016 to 2935 computations (41.5% saved)

localize14.0ms (0.3%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3))
0.0b
(pow.f64 (hypot.f64 a b) 4)
0.0b
(fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (hypot.f64 a b) 4))
0.6b
(*.f64 (+.f64 3 a) (*.f64 b b))

series63.0ms (1.4%)

Counts
3 → 72
Calls

3 calls:

38.0ms
(fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (hypot.f64 a b) 4))
17.0ms
(-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3))
8.0ms
(*.f64 (+.f64 3 a) (*.f64 b b))

rewrite21.0ms (0.5%)

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt_binary64
36×prod-diff_binary64
33×*-un-lft-identity_binary64
29×add-cube-cbrt_binary64
13×cube-prod_binary64
Counts
3 → 104
Calls

3 calls:

6.0ms
(*.f64 (+.f64 3 a) (*.f64 b b))
6.0ms
(-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3))
0.0ms
(fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (hypot.f64 a b) 4))

simplify176.0ms (3.8%)

Algorithm
egg-herbie
Rules
548×distribute-rgt-in_binary64
515×fma-neg_binary64
502×exp-prod_binary64
458×cancel-sign-sub-inv_binary64
247×unswap-sqr_binary64
Counts
176 → 163
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
02214043
14473644
216993331
342743318
448693318
549533318
649063318

prune278.0ms (6%)

Pruning

4 alts after pruning (3 fresh and 1 done)

PrunedKeptTotal
New1961197
Fresh123
Picked011
Done000
Total1974201
Error
0b
Counts
201 → 4
Alt Table
StatusErrorProgram
1.4b
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (neg.f64 (pow.f64 a 3)) -1))
0.2b
(+.f64 (fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2)) -1)
0.0b
(+.f64 (fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (hypot.f64 a b) 4)) -1)
0.1b
(+.f64 (*.f64 (*.f64 b b) (+.f64 (+.f64 (*.f64 b b) 12) (*.f64 a (+.f64 4 (*.f64 2 a))))) (fma.f64 (*.f64 a a) 4 (+.f64 (*.f64 (pow.f64 a 3) (-.f64 a 4)) -1)))
Compiler

Compiled 6807 to 4085 computations (40% saved)

localize17.0ms (0.4%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(fma.f64 (*.f64 a a) 4 (+.f64 (*.f64 (pow.f64 a 3) (-.f64 a 4)) -1))
0.0b
(*.f64 a (+.f64 4 (*.f64 2 a)))
0.1b
(*.f64 (pow.f64 a 3) (-.f64 a 4))
1.4b
(*.f64 (*.f64 b b) (+.f64 (+.f64 (*.f64 b b) 12) (*.f64 a (+.f64 4 (*.f64 2 a)))))

series28.0ms (0.6%)

Counts
4 → 60
Calls

4 calls:

20.0ms
(*.f64 (*.f64 b b) (+.f64 (+.f64 (*.f64 b b) 12) (*.f64 a (+.f64 4 (*.f64 2 a)))))
3.0ms
(*.f64 (pow.f64 a 3) (-.f64 a 4))
3.0ms
(fma.f64 (*.f64 a a) 4 (+.f64 (*.f64 (pow.f64 a 3) (-.f64 a 4)) -1))
2.0ms
(*.f64 a (+.f64 4 (*.f64 2 a)))

rewrite33.0ms (0.7%)

Algorithm
rewrite-expression-head
Rules
37×add-sqr-sqrt_binary64
27×*-un-lft-identity_binary64
25×add-cube-cbrt_binary64
18×prod-diff_binary64
16×associate-*l*_binary64
Counts
4 → 126
Calls

4 calls:

11.0ms
(*.f64 (*.f64 b b) (+.f64 (+.f64 (*.f64 b b) 12) (*.f64 a (+.f64 4 (*.f64 2 a)))))
7.0ms
(*.f64 a (+.f64 4 (*.f64 2 a)))
7.0ms
(*.f64 (pow.f64 a 3) (-.f64 a 4))
0.0ms
(fma.f64 (*.f64 a a) 4 (+.f64 (*.f64 (pow.f64 a 3) (-.f64 a 4)) -1))

simplify110.0ms (2.4%)

Algorithm
egg-herbie
Rules
480×associate-*l*_binary64
455×fma-neg_binary64
439×associate-*r*_binary64
393×exp-prod_binary64
239×cancel-sign-sub-inv_binary64
Counts
186 → 217
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
02753597
17002721
231272717
345152687
448982687

prune285.0ms (6.2%)

Pruning

4 alts after pruning (2 fresh and 2 done)

PrunedKeptTotal
New2170217
Fresh022
Picked011
Done011
Total2174221
Error
0b
Counts
221 → 4
Alt Table
StatusErrorProgram
1.4b
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (neg.f64 (pow.f64 a 3)) -1))
0.2b
(+.f64 (fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2)) -1)
0.0b
(+.f64 (fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (hypot.f64 a b) 4)) -1)
0.1b
(+.f64 (*.f64 (*.f64 b b) (+.f64 (+.f64 (*.f64 b b) 12) (*.f64 a (+.f64 4 (*.f64 2 a))))) (fma.f64 (*.f64 a a) 4 (+.f64 (*.f64 (pow.f64 a 3) (-.f64 a 4)) -1)))
Compiler

Compiled 9157 to 5824 computations (36.4% saved)

localize15.0ms (0.3%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3))
0.0b
(fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2))
0.3b
(pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2)
0.6b
(*.f64 (+.f64 3 a) (*.f64 b b))

series35.0ms (0.8%)

Counts
2 → 48
Calls

2 calls:

22.0ms
(fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2))
12.0ms
(pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2)

rewrite5.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
*-un-lft-identity_binary64
add-sqr-sqrt_binary64
add-cube-cbrt_binary64
add-exp-log_binary64
pow1_binary64
Counts
2 → 30
Calls

2 calls:

3.0ms
(pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2)
0.0ms
(fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2))

simplify108.0ms (2.3%)

Algorithm
egg-herbie
Rules
597×fma-def_binary64
590×unswap-sqr_binary64
584×exp-prod_binary64
403×cancel-sign-sub-inv_binary64
388×fma-neg_binary64
Counts
78 → 80
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
0911929
12341778
26621532
326611532
441981529
548511529
651491529

prune264.0ms (5.7%)

Pruning

4 alts after pruning (1 fresh and 3 done)

PrunedKeptTotal
New2010201
Fresh011
Picked011
Done022
Total2014205
Error
0b
Counts
205 → 4
Alt Table
StatusErrorProgram
1.4b
(+.f64 (pow.f64 (hypot.f64 a b) 4) (fma.f64 4 (neg.f64 (pow.f64 a 3)) -1))
0.2b
(+.f64 (fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (+.f64 (*.f64 a a) (*.f64 b b)) 2)) -1)
0.0b
(+.f64 (fma.f64 (-.f64 (fma.f64 a a (*.f64 (+.f64 3 a) (*.f64 b b))) (pow.f64 a 3)) 4 (pow.f64 (hypot.f64 a b) 4)) -1)
0.1b
(+.f64 (*.f64 (*.f64 b b) (+.f64 (+.f64 (*.f64 b b) 12) (*.f64 a (+.f64 4 (*.f64 2 a))))) (fma.f64 (*.f64 a a) 4 (+.f64 (*.f64 (pow.f64 a 3) (-.f64 a 4)) -1)))
Compiler

Compiled 7544 to 4138 computations (45.1% saved)

regimes873.0ms (19%)

Accuracy

Total 0.0b remaining (61.8%)

Threshold costs 0.0b (61.8%)

Counts
159 → 1
Compiler

Compiled 21004 to 14658 computations (30.2% saved)

simplify3.0ms (0.1%)

Algorithm
egg-herbie
Rules
+-commutative_binary64
*-commutative_binary64
sub-neg_binary64
neg-sub0_binary64
neg-mul-1_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02249
13249
23549
33749
43849
53749

end104.0ms (2.3%)

Compiler

Compiled 175 to 116 computations (33.7% saved)

Profiling

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