Details

Time bar (total: 8.2s)

analyze532.0ms (6.5%)

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
0%99.9%0.1%5
0%99.9%0.1%6
23.4%51.5%25.1%7
24.2%50.7%25.1%8
24.6%50.3%25.1%9
36.9%25.5%37.6%10
37.2%25.3%37.6%11
37.3%25.1%37.6%12
43.5%12.7%43.8%13
43.6%12.6%43.8%14
Compiler

Compiled 32 to 21 computations (34.4% saved)

sample158.0ms (1.9%)

Algorithm
intervals
Symmetry

(sort re im)

Results
56.0ms256×body128valid
3.0ms32×body128nan
Compiler

Compiled 66 to 44 computations (33.3% saved)

simplify90.0ms (1.1%)

Algorithm
egg-herbie
Rules
666×fma-def_binary64
620×associate-/l/_binary64
557×cube-prod_binary64
533×sqr-pow_binary64
502×pow-sqr_binary64
Counts
1 → 2
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
01922
12821
23421
34514
46211
56511
617611
747911
876911
983911
10123311
11152311
12234111
13345511
14439911
15487411
16487211

prune5.0ms (0.1%)

Pruning

3 alts after pruning (3 fresh and 0 done)

PrunedKeptTotal
New022
Fresh011
Picked000
Done000
Total033
Error
0.3b
Counts
3 → 2
Alt Table
StatusErrorProgram
30.6b
(/.f64 (+.f64 (*.f64 (log.f64 (sqrt.f64 (+.f64 (*.f64 re re) (*.f64 im im)))) (log.f64 base)) (*.f64 (atan2.f64 im re) 0)) (+.f64 (*.f64 (log.f64 base) (log.f64 base)) (*.f64 0 0)))
0.3b
(/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))
Compiler

Compiled 120 to 77 computations (35.8% saved)

localize7.0ms (0.1%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(hypot.f64 re im)
0.3b
(/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))

series693.0ms (8.5%)

Counts
2 → 60
Calls

2 calls:

680.0ms
(/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))
12.0ms
(hypot.f64 re im)

rewrite5.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
16×times-frac_binary64
12×*-un-lft-identity_binary64
12×add-sqr-sqrt_binary64
12×add-cube-cbrt_binary64
12×pow1_binary64
Counts
2 → 48
Calls

2 calls:

3.0ms
(/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))
0.0ms
(hypot.f64 re im)

simplify85.0ms (1%)

Algorithm
egg-herbie
Rules
787×times-frac_binary64
599×fma-neg_binary64
441×associate-/r*_binary64
410×associate-/l*_binary64
341×fma-def_binary64
Counts
108 → 142
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01942481
14842312
212912236
345832236
449842236

prune99.0ms (1.2%)

Pruning

13 alts after pruning (13 fresh and 0 done)

PrunedKeptTotal
New12913142
Fresh101
Picked101
Done000
Total13113144
Error
0.0b
Counts
144 → 13
Alt Table
StatusErrorProgram
18.5b
(/.f64 (sqrt.f64 (log.f64 (hypot.f64 re im))) (/.f64 (log.f64 base) (sqrt.f64 (log.f64 (hypot.f64 re im)))))
1.2b
(*.f64 (*.f64 (cbrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))) (cbrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base)))) (cbrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
1.2b
(*.f64 (*.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (cbrt.f64 (log.f64 (hypot.f64 im re)))) (/.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
32.7b
(*.f64 (sqrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))) (sqrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
18.5b
(*.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (/.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
0.7b
(cbrt.f64 (/.f64 (*.f64 (*.f64 (log.f64 (hypot.f64 re im)) (log.f64 (hypot.f64 re im))) (log.f64 (hypot.f64 re im))) (*.f64 (*.f64 (log.f64 base) (log.f64 base)) (log.f64 base))))
0.6b
(log.f64 (exp.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
0.4b
(*.f64 (log.f64 (hypot.f64 re im)) (/.f64 1 (log.f64 base)))
19.0b
(*.f64 (/.f64 (sqrt.f64 (log.f64 (hypot.f64 re im))) (*.f64 (cbrt.f64 (log.f64 base)) (cbrt.f64 (log.f64 base)))) (/.f64 (sqrt.f64 (log.f64 (hypot.f64 re im))) (cbrt.f64 (log.f64 base))))
0.4b
(/.f64 1 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))))
33.7b
(*.f64 (/.f64 1 (sqrt.f64 (log.f64 base))) (/.f64 (log.f64 (hypot.f64 re im)) (sqrt.f64 (log.f64 base))))
15.9b
(expm1.f64 (log1p.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
1.3b
(*.f64 (/.f64 1 (*.f64 (cbrt.f64 (log.f64 base)) (cbrt.f64 (log.f64 base)))) (/.f64 (log.f64 (hypot.f64 re im)) (cbrt.f64 (log.f64 base))))
Compiler

Compiled 3114 to 1441 computations (53.7% saved)

localize9.0ms (0.1%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.0b
(hypot.f64 re im)
0.2b
(/.f64 1 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))))
0.4b
(/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))

series1.3s (16.4%)

Counts
2 → 72
Calls

2 calls:

691.0ms
(/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))
647.0ms
(/.f64 1 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))))

rewrite19.0ms (0.2%)

Algorithm
rewrite-expression-head
Rules
140×times-frac_binary64
69×*-un-lft-identity_binary64
69×add-sqr-sqrt_binary64
69×add-cube-cbrt_binary64
45×pow1_binary64
Counts
2 → 144
Calls

2 calls:

5.0ms
(/.f64 1 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))))
3.0ms
(/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))

simplify149.0ms (1.8%)

Algorithm
egg-herbie
Rules
432×fma-neg_binary64
429×times-frac_binary64
347×associate-/r*_binary64
294×associate-/l*_binary64
190×fma-def_binary64
Counts
216 → 240
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
03946731
112315978
247495978
350955978

prune258.0ms (3.1%)

Pruning

14 alts after pruning (14 fresh and 0 done)

PrunedKeptTotal
New2844288
Fresh21012
Picked101
Done000
Total28714301
Error
0.0b
Counts
301 → 14
Alt Table
StatusErrorProgram
18.5b
(/.f64 (sqrt.f64 (log.f64 (hypot.f64 re im))) (/.f64 (log.f64 base) (sqrt.f64 (log.f64 (hypot.f64 re im)))))
1.2b
(*.f64 (*.f64 (cbrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))) (cbrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base)))) (cbrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
0.7b
(/.f64 1 (cbrt.f64 (pow.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))) 3)))
15.9b
(expm1.f64 (log1p.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
1.2b
(*.f64 (*.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (cbrt.f64 (log.f64 (hypot.f64 im re)))) (/.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
32.7b
(*.f64 (sqrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))) (sqrt.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
1.4b
(*.f64 (/.f64 1 (*.f64 (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))) (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))))) (/.f64 1 (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))))))
18.5b
(*.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (/.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
0.7b
(cbrt.f64 (/.f64 (*.f64 (*.f64 (log.f64 (hypot.f64 re im)) (log.f64 (hypot.f64 re im))) (log.f64 (hypot.f64 re im))) (*.f64 (*.f64 (log.f64 base) (log.f64 base)) (log.f64 base))))
0.6b
(log.f64 (exp.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
0.4b
(*.f64 (log.f64 (hypot.f64 re im)) (/.f64 1 (log.f64 base)))
30.6b
(/.f64 1 (*.f64 -1 (/.f64 (log.f64 (/.f64 1 base)) (log.f64 (sqrt.f64 (+.f64 (pow.f64 re 2) (pow.f64 im 2)))))))
0.5b
(/.f64 (/.f64 1 (log.f64 base)) (/.f64 1 (log.f64 (hypot.f64 re im))))
1.3b
(*.f64 (/.f64 1 (*.f64 (cbrt.f64 (log.f64 base)) (cbrt.f64 (log.f64 base)))) (/.f64 (log.f64 (hypot.f64 re im)) (cbrt.f64 (log.f64 base))))
Compiler

Compiled 8049 to 4004 computations (50.3% saved)

localize9.0ms (0.1%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.0b
(hypot.f64 re im)
0.3b
(/.f64 1 (log.f64 base))
0.3b
(*.f64 (log.f64 (hypot.f64 re im)) (/.f64 1 (log.f64 base)))

series687.0ms (8.4%)

Counts
2 → 44
Calls

2 calls:

656.0ms
(*.f64 (log.f64 (hypot.f64 re im)) (/.f64 1 (log.f64 base)))
31.0ms
(/.f64 1 (log.f64 base))

rewrite12.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt_binary64
26×times-frac_binary64
21×*-un-lft-identity_binary64
20×add-cube-cbrt_binary64
16×associate-*r*_binary64
Counts
2 → 79
Calls

2 calls:

6.0ms
(*.f64 (log.f64 (hypot.f64 re im)) (/.f64 1 (log.f64 base)))
2.0ms
(/.f64 1 (log.f64 base))

simplify113.0ms (1.4%)

Algorithm
egg-herbie
Rules
453×div-sub_binary64
341×times-frac_binary64
295×associate-/l*_binary64
248×fma-def_binary64
229×sub-neg_binary64
Counts
123 → 141
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01602246
13821983
29841943
334581943
447571943
557511943

prune157.0ms (1.9%)

Pruning

10 alts after pruning (10 fresh and 0 done)

PrunedKeptTotal
New1845189
Fresh8513
Picked101
Done000
Total19310203
Error
0b
Counts
203 → 10
Alt Table
StatusErrorProgram
0.7b
(/.f64 1 (cbrt.f64 (pow.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))) 3)))
15.9b
(expm1.f64 (log1p.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
1.2b
(*.f64 (*.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (cbrt.f64 (log.f64 (hypot.f64 im re)))) (/.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
0.8b
(*.f64 (log.f64 (hypot.f64 re im)) (cbrt.f64 (*.f64 (*.f64 (/.f64 1 (log.f64 base)) (/.f64 1 (log.f64 base))) (/.f64 1 (log.f64 base)))))
0.3b
(/.f64 (log.f64 (hypot.f64 im re)) (log.f64 base))
1.4b
(*.f64 (/.f64 1 (*.f64 (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))) (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))))) (/.f64 1 (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))))))
18.5b
(*.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (/.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
0.6b
(log.f64 (pow.f64 (hypot.f64 im re) (/.f64 1 (log.f64 base))))
1.3b
(*.f64 (log.f64 (hypot.f64 re im)) (/.f64 (/.f64 1 (*.f64 (cbrt.f64 (log.f64 base)) (cbrt.f64 (log.f64 base)))) (cbrt.f64 (log.f64 base))))
0.8b
(*.f64 (log.f64 (hypot.f64 re im)) (cbrt.f64 (/.f64 (*.f64 (*.f64 1 1) 1) (*.f64 (*.f64 (log.f64 base) (log.f64 base)) (log.f64 base)))))
Compiler

Compiled 3826 to 1957 computations (48.8% saved)

localize7.0ms (0.1%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(hypot.f64 im re)
0.3b
(/.f64 (log.f64 (hypot.f64 im re)) (log.f64 base))

series644.0ms (7.9%)

Counts
2 → 60
Calls

2 calls:

631.0ms
(/.f64 (log.f64 (hypot.f64 im re)) (log.f64 base))
13.0ms
(hypot.f64 im re)

rewrite5.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
16×times-frac_binary64
12×*-un-lft-identity_binary64
12×add-sqr-sqrt_binary64
12×add-cube-cbrt_binary64
12×pow1_binary64
Counts
2 → 48
Calls

2 calls:

3.0ms
(/.f64 (log.f64 (hypot.f64 im re)) (log.f64 base))
0.0ms
(hypot.f64 im re)

simplify97.0ms (1.2%)

Algorithm
egg-herbie
Rules
787×times-frac_binary64
599×fma-neg_binary64
441×associate-/r*_binary64
410×associate-/l*_binary64
341×fma-def_binary64
Counts
108 → 142
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01942493
14842316
212912236
345832236
449842236

prune93.0ms (1.1%)

Pruning

10 alts after pruning (9 fresh and 1 done)

PrunedKeptTotal
New1420142
Fresh099
Picked011
Done000
Total14210152
Error
0b
Counts
152 → 10
Alt Table
StatusErrorProgram
0.7b
(/.f64 1 (cbrt.f64 (pow.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))) 3)))
15.9b
(expm1.f64 (log1p.f64 (/.f64 (log.f64 (hypot.f64 re im)) (log.f64 base))))
1.2b
(*.f64 (*.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (cbrt.f64 (log.f64 (hypot.f64 im re)))) (/.f64 (cbrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
0.8b
(*.f64 (log.f64 (hypot.f64 re im)) (cbrt.f64 (*.f64 (*.f64 (/.f64 1 (log.f64 base)) (/.f64 1 (log.f64 base))) (/.f64 1 (log.f64 base)))))
0.3b
(/.f64 (log.f64 (hypot.f64 im re)) (log.f64 base))
1.4b
(*.f64 (/.f64 1 (*.f64 (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))) (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im)))))) (/.f64 1 (cbrt.f64 (/.f64 (log.f64 base) (log.f64 (hypot.f64 re im))))))
18.5b
(*.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (/.f64 (sqrt.f64 (log.f64 (hypot.f64 im re))) (log.f64 base)))
0.6b
(log.f64 (pow.f64 (hypot.f64 im re) (/.f64 1 (log.f64 base))))
1.3b
(*.f64 (log.f64 (hypot.f64 re im)) (/.f64 (/.f64 1 (*.f64 (cbrt.f64 (log.f64 base)) (cbrt.f64 (log.f64 base)))) (cbrt.f64 (log.f64 base))))
0.8b
(*.f64 (log.f64 (hypot.f64 re im)) (cbrt.f64 (/.f64 (*.f64 (*.f64 1 1) 1) (*.f64 (*.f64 (log.f64 base) (log.f64 base)) (log.f64 base)))))
Compiler

Compiled 2813 to 1295 computations (54% saved)

regimes1.3s (16%)

Accuracy

Total 0.3b remaining (89.1%)

Threshold costs 0.3b (89.1%)

Counts
200 → 1
Compiler

Compiled 16751 to 11586 computations (30.8% saved)

simplify2.0ms (0%)

Algorithm
egg-herbie
Rules
*-commutative_binary64
*-lft-identity_binary64
1-exp_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01011
11311
21211

end8.0ms (0.1%)

Remove

(sort re im)

Compiler

Compiled 30 to 21 computations (30% saved)

sample1.6s (19.5%)

Algorithm
intervals
Results
993.0ms8000×body128valid
130.0ms966×body128nan
Compiler

Compiled 234 to 145 computations (38% saved)

Profiling

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