Details

Time bar (total: 3.7s)

analyze5.0ms (0.1%)

Algorithm
search
Search
TrueOtherFalseIter
0%74.9%25.1%0
0%74.9%25.1%1
37.5%37.5%25.1%2
37.5%18.7%43.8%3
46.8%9.4%43.8%4
51.5%4.7%43.8%5
51.5%2.3%46.1%6
52.7%1.2%46.1%7
53.3%0.6%46.1%8
53.3%0.3%46.4%9
53.4%0.1%46.4%10
53.5%0.1%46.4%11
53.5%0%46.5%12
53.5%0%46.5%13
53.5%0%46.5%14
Compiler

Compiled 71 to 33 computations (53.5% saved)

sample1.6s (42.4%)

Results
1.4s8256×body128valid
0.0msbody128invalid
Compiler

Compiled 210 to 97 computations (53.8% saved)

simplify104.0ms (2.8%)

Algorithm
egg-herbie
Rules
1509×associate-/l*_binary64
766×distribute-rgt-out_binary64
744×distribute-lft-out_binary64
549×unswap-sqr_binary64
497×associate-/r*_binary64
Counts
1 → 2
Iterations

Useful iterations: 7 (0.0ms)

IterNodesCost
03275
17459
223941
392837
4154937
5319537
6353437
7369833
8228933
9277533
10282333
11480733
12532433

prune6.0ms (0.2%)

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
0.5b
(fabs.f64 (/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64))))
0.1b
(fabs.f64 (*.f64 (/.f64 1 (sqrt.f64 (PI.f64))) (+.f64 (+.f64 (+.f64 (*.f64 2 (fabs.f64 x)) (*.f64 (/.f64 2 3) (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 5) (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 21) (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x))))))
Compiler

Compiled 272 to 147 computations (46% saved)

localize24.0ms (0.6%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.1b
(*.f64 (/.f64 1 (sqrt.f64 (PI.f64))) (+.f64 (+.f64 (+.f64 (*.f64 2 (fabs.f64 x)) (*.f64 (/.f64 2 3) (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 5) (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 21) (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))))
0.1b
(*.f64 (/.f64 1 5) (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))
0.1b
(*.f64 (/.f64 2 3) (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)))
1.0b
(sqrt.f64 (PI.f64))

series79.0ms (2.1%)

Counts
4 → 36
Calls

4 calls:

57.0ms
(*.f64 (/.f64 1 (sqrt.f64 (PI.f64))) (+.f64 (+.f64 (+.f64 (*.f64 2 (fabs.f64 x)) (*.f64 (/.f64 2 3) (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 5) (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 21) (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))))
12.0ms
(*.f64 (/.f64 1 5) (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))
10.0ms
(*.f64 (/.f64 2 3) (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)))
0.0ms
(sqrt.f64 (PI.f64))

rewrite41.0ms (1.1%)

Algorithm
batch-egg-rewrite
Rules
274×log1p-expm1-u_binary64
274×expm1-log1p-u_binary64
268×add-cbrt-cube_binary64
267×add-log-exp_binary64
266×add-exp-log_binary64
Counts
4 → 63
Calls

4 calls:

40.0ms
(*.f64 (/.f64 1 (sqrt.f64 (PI.f64))) (+.f64 (+.f64 (+.f64 (*.f64 2 (fabs.f64 x)) (*.f64 (/.f64 2 3) (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 5) (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))) (*.f64 (/.f64 1 21) (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))))
40.0ms
(*.f64 (/.f64 1 5) (*.f64 (*.f64 (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)) (fabs.f64 x)))
40.0ms
(*.f64 (/.f64 2 3) (*.f64 (*.f64 (fabs.f64 x) (fabs.f64 x)) (fabs.f64 x)))
40.0ms
(sqrt.f64 (PI.f64))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03189
161266
2491966
000
100

simplify129.0ms (3.5%)

Algorithm
egg-herbie
Rules
2001×fma-def_binary64
777×*-commutative_binary64
687×associate-*l*_binary64
479×associate-*r*_binary64
450×sqr-pow_binary64
Counts
99 → 65
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
025720
163720
2156720
3399696
4927696
52296696
62662696
72663696
82777696
92969696
103254696
114429696
124853696
134891696

prune70.0ms (1.9%)

Pruning

4 alts after pruning (4 fresh and 0 done)

PrunedKeptTotal
New62365
Fresh011
Picked101
Done000
Total63467
Error
0b
Counts
67 → 4
Alt Table
StatusErrorProgram
41.3b
(fabs.f64 (cbrt.f64 (pow.f64 (/.f64 (fma.f64 1/21 (*.f64 (fabs.f64 x) (pow.f64 (fabs.f64 x) 6)) (fma.f64 1/5 (pow.f64 (fabs.f64 x) 5) (fma.f64 2 (fabs.f64 x) (*.f64 2/3 (pow.f64 (fabs.f64 x) 3))))) (sqrt.f64 (PI.f64))) 3)))
0.7b
(fabs.f64 (pow.f64 (sqrt.f64 (/.f64 (fma.f64 1/21 (*.f64 (fabs.f64 x) (pow.f64 (fabs.f64 x) 6)) (fma.f64 1/5 (pow.f64 (fabs.f64 x) 5) (fma.f64 2 (fabs.f64 x) (*.f64 2/3 (pow.f64 (fabs.f64 x) 3))))) (sqrt.f64 (PI.f64)))) 2))
0.5b
(fabs.f64 (/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64))))
0.1b
(fabs.f64 (*.f64 (sqrt.f64 (/.f64 1 (PI.f64))) (+.f64 (*.f64 1/21 (pow.f64 (fabs.f64 x) 7)) (+.f64 (*.f64 2 (fabs.f64 x)) (+.f64 (*.f64 2/3 (pow.f64 (fabs.f64 x) 3)) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))))))
Compiler

Compiled 3833 to 1672 computations (56.4% saved)

localize16.0ms (0.4%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(*.f64 1/21 (pow.f64 (fabs.f64 x) 7))
0.1b
(*.f64 (sqrt.f64 (/.f64 1 (PI.f64))) (+.f64 (*.f64 1/21 (pow.f64 (fabs.f64 x) 7)) (+.f64 (*.f64 2 (fabs.f64 x)) (+.f64 (*.f64 2/3 (pow.f64 (fabs.f64 x) 3)) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))
0.1b
(*.f64 1/5 (pow.f64 (fabs.f64 x) 5))
0.1b
(*.f64 2/3 (pow.f64 (fabs.f64 x) 3))

series92.0ms (2.5%)

Counts
4 → 0
Calls

4 calls:

56.0ms
(*.f64 (sqrt.f64 (/.f64 1 (PI.f64))) (+.f64 (*.f64 1/21 (pow.f64 (fabs.f64 x) 7)) (+.f64 (*.f64 2 (fabs.f64 x)) (+.f64 (*.f64 2/3 (pow.f64 (fabs.f64 x) 3)) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))
16.0ms
(*.f64 1/21 (pow.f64 (fabs.f64 x) 7))
12.0ms
(*.f64 1/5 (pow.f64 (fabs.f64 x) 5))
8.0ms
(*.f64 2/3 (pow.f64 (fabs.f64 x) 3))

rewrite70.0ms (1.9%)

Algorithm
batch-egg-rewrite
Rules
466×log1p-udef_binary64
259×log1p-expm1-u_binary64
259×expm1-log1p-u_binary64
250×add-log-exp_binary64
249×add-cbrt-cube_binary64
Counts
4 → 58
Calls

4 calls:

69.0ms
(*.f64 1/21 (pow.f64 (fabs.f64 x) 7))
69.0ms
(*.f64 (sqrt.f64 (/.f64 1 (PI.f64))) (+.f64 (*.f64 1/21 (pow.f64 (fabs.f64 x) 7)) (+.f64 (*.f64 2 (fabs.f64 x)) (+.f64 (*.f64 2/3 (pow.f64 (fabs.f64 x) 3)) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))
69.0ms
(*.f64 1/5 (pow.f64 (fabs.f64 x) 5))
69.0ms
(*.f64 2/3 (pow.f64 (fabs.f64 x) 3))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02569
156167
2480667
3537567
000
100

simplify6.0ms (0.2%)

Algorithm
egg-herbie
Counts
58 → 58
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
000
100

prune67.0ms (1.8%)

Pruning

3 alts after pruning (3 fresh and 0 done)

PrunedKeptTotal
New56258
Fresh213
Picked101
Done000
Total59362
Error
0b
Counts
62 → 3
Alt Table
StatusErrorProgram
0.5b
(fabs.f64 (/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64))))
0.6b
(fabs.f64 (pow.f64 (sqrt.f64 (*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))) 2))
0.1b
(fabs.f64 (*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))))))
Compiler

Compiled 2055 to 1495 computations (27.3% saved)

localize17.0ms (0.5%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))))
0.1b
(*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))
0.1b
(fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))
0.1b
(*.f64 1/5 (pow.f64 (fabs.f64 x) 5))

series117.0ms (3.2%)

Counts
3 → 36
Calls

3 calls:

60.0ms
(*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))
37.0ms
(fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))))
19.0ms
(fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))

rewrite69.0ms (1.9%)

Algorithm
batch-egg-rewrite
Rules
343×log1p-udef_binary64
212×prod-diff_binary64
210×add-sqr-sqrt_binary64
203×log1p-expm1-u_binary64
203×expm1-log1p-u_binary64
Counts
3 → 67
Calls

3 calls:

67.0ms
(fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))))
67.0ms
(*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))
67.0ms
(fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02191
144871
2434971
3500471
000
100

simplify146.0ms (3.9%)

Algorithm
egg-herbie
Rules
2001×fma-def_binary64
777×*-commutative_binary64
687×associate-*l*_binary64
479×associate-*r*_binary64
450×sqr-pow_binary64
Counts
103 → 73
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
0251116
1631116
21561116
33991068
49271068
522961068
626621068
726631068
827771068
929691068
1032541068
1144291068
1248531068
1348911068

prune100.0ms (2.7%)

Pruning

3 alts after pruning (2 fresh and 1 done)

PrunedKeptTotal
New86086
Fresh022
Picked011
Done000
Total86389
Error
0b
Counts
89 → 3
Alt Table
StatusErrorProgram
0.5b
(fabs.f64 (/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64))))
0.6b
(fabs.f64 (pow.f64 (sqrt.f64 (*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5))))))) 2))
0.1b
(fabs.f64 (*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))))))
Compiler

Compiled 2681 to 2057 computations (23.3% saved)

localize15.0ms (0.4%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))
0.1b
(*.f64 2/3 (pow.f64 x 3))
0.3b
(/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64)))
1.0b
(sqrt.f64 (PI.f64))

series13.0ms (0.4%)

Counts
3 → 24
Calls

3 calls:

7.0ms
(/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64)))
3.0ms
(fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))
3.0ms
(*.f64 2/3 (pow.f64 x 3))

rewrite66.0ms (1.8%)

Algorithm
batch-egg-rewrite
Rules
326×log1p-udef_binary64
239×prod-diff_binary64
190×add-sqr-sqrt_binary64
184×log1p-expm1-u_binary64
184×expm1-log1p-u_binary64
Counts
3 → 73
Calls

3 calls:

64.0ms
(fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))
64.0ms
(*.f64 2/3 (pow.f64 x 3))
64.0ms
(/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01956
140656
2425256
3501556
000
100

simplify135.0ms (3.7%)

Algorithm
egg-herbie
Rules
1073×fma-def_binary64
750×cube-prod_binary64
711×sqr-pow_binary64
690×unswap-sqr_binary64
582×fabs-mul_binary64
Counts
97 → 92
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
038627
1102627
2243535
3580475
41167465
51645465
61841465
72088465
82526465
92549465
102716465
112979465
123197465
133572465
144095465
154379465
164925465

prune110.0ms (3%)

Pruning

3 alts after pruning (1 fresh and 2 done)

PrunedKeptTotal
New1111112
Fresh101
Picked011
Done011
Total1123115
Error
0b
Counts
115 → 3
Alt Table
StatusErrorProgram
0.5b
(fabs.f64 (/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (sqrt.f64 (PI.f64))))
0.1b
(fabs.f64 (*.f64 (pow.f64 (PI.f64) -1/2) (fma.f64 1/21 (pow.f64 (fabs.f64 x) 7) (fma.f64 (fabs.f64 x) 2 (fma.f64 2/3 (pow.f64 (fabs.f64 x) 3) (*.f64 1/5 (pow.f64 (fabs.f64 x) 5)))))))
0.3b
(fabs.f64 (/.f64 (fma.f64 1/21 (pow.f64 x 7) (fma.f64 1/5 (pow.f64 x 5) (fma.f64 2 x (*.f64 2/3 (pow.f64 x 3))))) (exp.f64 (*.f64 (log.f64 (PI.f64)) 1/2))))
Compiler

Compiled 3091 to 2359 computations (23.7% saved)

regimes528.0ms (14.3%)

Accuracy

Total 0.1b remaining (87.6%)

Threshold costs 0.1b (87.6%)

Counts
72 → 1
Compiler

Compiled 10810 to 8186 computations (24.3% saved)

simplify2.0ms (0.1%)

Algorithm
egg-herbie
Rules
*-commutative_binary64
fabs-mul_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02134
12634
22734
32734

end98.0ms (2.6%)

Compiler

Compiled 125 to 102 computations (18.4% saved)

Profiling

Loading profile data...