Details

Time bar (total: 6.8s)

analyze83.0ms (1.2%)

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
37.5%62.4%0.1%6
50%37.5%12.6%7
56.2%31.2%12.6%8
62.4%18.7%18.8%9
65.6%15.6%18.8%10
68.7%9.4%22%11
70.2%7.8%22%12
71.8%4.7%23.5%13
72.6%3.9%23.5%14
Compiler

Compiled 8 to 5 computations (37.5% saved)

sample700.0ms (10.3%)

Results
645.0ms8256×body128valid
25.0ms222×body128invalid
Compiler

Compiled 23 to 14 computations (39.1% saved)

simplify6.0ms (0.1%)

Algorithm
egg-herbie
Rules
*-commutative_binary64
associate-*r*_binary64
associate-*l*_binary64
Counts
1 → 2
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
057
197
2107
3107

prune2.0ms (0%)

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New112
Fresh011
Picked000
Done000
Total123
Error
0.2b
Counts
3 → 1
Alt Table
StatusErrorProgram
0.2b
(*.f64 (*.f64 x y) y)
Compiler

Compiled 26 to 13 computations (50% saved)

localize3.0ms (0%)

Local error

Found 1 expressions with local error:

NewErrorProgram
0.2b
(*.f64 (*.f64 x y) y)

series8.0ms (0.1%)

Counts
1 → 24
Calls

1 calls:

8.0ms
(*.f64 (*.f64 x y) y)

rewrite77.0ms (1.1%)

Algorithm
batch-egg-rewrite
Rules
816×log1p-udef_binary64
431×log1p-expm1-u_binary64
431×expm1-log1p-u_binary64
366×unpow-prod-down_binary64
273×log-prod_binary64
Counts
1 → 17
Calls

1 calls:

76.0ms
(*.f64 (*.f64 x y) y)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
057
1997
211597
348067
462047
000
100

simplify157.0ms (2.3%)

Algorithm
egg-herbie
Rules
1108×sqr-pow_binary64
573×fabs-mul_binary64
560×cube-prod_binary64
536×pow-sqr_binary64
454×associate-*l*_binary64
Counts
41 → 19
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
06168
112168
222168
341168
488168
5221168
6693168
71098168
81100168
91248168
101418168
111600168
121825168
132110168
142529168
153094168
163780168
173998168
184242168
194324168
204357168
214378168
224947168

prune12.0ms (0.2%)

Pruning

5 alts after pruning (4 fresh and 1 done)

PrunedKeptTotal
New15419
Fresh000
Picked011
Done000
Total15520
Error
0.1b
Counts
20 → 5
Alt Table
StatusErrorProgram
39.9b
(sqrt.f64 (pow.f64 (*.f64 y (sqrt.f64 x)) 4))
29.5b
(pow.f64 (*.f64 y (sqrt.f64 x)) 2)
1.0b
(pow.f64 (cbrt.f64 (*.f64 y (*.f64 x y))) 3)
11.4b
(*.f64 (pow.f64 y 2) x)
0.2b
(*.f64 (*.f64 x y) y)
Compiler

Compiled 236 to 115 computations (51.3% saved)

localize6.0ms (0.1%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.2b
(*.f64 y (*.f64 x y))
0.5b
(pow.f64 (cbrt.f64 (*.f64 y (*.f64 x y))) 3)
18.6b
(cbrt.f64 (*.f64 y (*.f64 x y)))

series1.5s (22.3%)

Counts
3 → 72
Calls

3 calls:

937.0ms
(cbrt.f64 (*.f64 y (*.f64 x y)))
567.0ms
(pow.f64 (cbrt.f64 (*.f64 y (*.f64 x y))) 3)
8.0ms
(*.f64 y (*.f64 x y))

rewrite81.0ms (1.2%)

Algorithm
batch-egg-rewrite
Rules
602×log1p-expm1-u_binary64
602×expm1-log1p-u_binary64
343×log-prod_binary64
121×pow1/3_binary64
121×expm1-udef_binary64
Counts
3 → 83
Calls

3 calls:

79.0ms
(*.f64 y (*.f64 x y))
79.0ms
(pow.f64 (cbrt.f64 (*.f64 y (*.f64 x y))) 3)
79.0ms
(cbrt.f64 (*.f64 y (*.f64 x y)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0823
114723
2160923
3496023
4489923
000
100

simplify61.0ms (0.9%)

Algorithm
egg-herbie
Rules
698×unswap-sqr_binary64
316×unsub-neg_binary64
281×fma-neg_binary64
273×exp-sum_binary64
247×fma-def_binary64
Counts
155 → 85
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
0511348
11291220
2237948
3708604
42555604
55004604

prune57.0ms (0.8%)

Pruning

11 alts after pruning (9 fresh and 2 done)

PrunedKeptTotal
New79685
Fresh033
Picked011
Done011
Total791190
Error
0.0b
Counts
90 → 11
Alt Table
StatusErrorProgram
11.7b
(*.f64 (*.f64 (*.f64 y x) (cbrt.f64 (*.f64 y y))) (cbrt.f64 y))
11.4b
(*.f64 (pow.f64 y 2) x)
25.2b
(*.f64 (sqrt.f64 (*.f64 y x)) (*.f64 (sqrt.f64 (*.f64 y x)) y))
0.2b
(*.f64 (*.f64 x y) y)
39.9b
(sqrt.f64 (pow.f64 (*.f64 y (sqrt.f64 x)) 4))
29.5b
(pow.f64 (*.f64 y (sqrt.f64 x)) 2)
1.0b
(pow.f64 (cbrt.f64 (*.f64 y (*.f64 x y))) 3)
29.7b
(*.f64 (sqrt.f64 y) (*.f64 (sqrt.f64 y) (*.f64 y x)))
0.9b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (cbrt.f64 (*.f64 y x)) y))
11.8b
(*.f64 (cbrt.f64 (*.f64 y y)) (*.f64 (cbrt.f64 y) (*.f64 y x)))
1.2b
(pow.f64 (*.f64 (cbrt.f64 y) (cbrt.f64 (*.f64 y x))) 3)
Compiler

Compiled 1250 to 590 computations (52.8% saved)

localize8.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.2b
(*.f64 (cbrt.f64 (*.f64 y x)) y)
0.2b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (cbrt.f64 (*.f64 y x)) y))
0.5b
(pow.f64 (cbrt.f64 (*.f64 y x)) 2)
8.7b
(cbrt.f64 (*.f64 y x))

series1.5s (22.7%)

Counts
4 → 96
Calls

4 calls:

657.0ms
(*.f64 (cbrt.f64 (*.f64 y x)) y)
453.0ms
(pow.f64 (cbrt.f64 (*.f64 y x)) 2)
394.0ms
(cbrt.f64 (*.f64 y x))
35.0ms
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (cbrt.f64 (*.f64 y x)) y))

rewrite59.0ms (0.9%)

Algorithm
batch-egg-rewrite
Rules
717×log1p-expm1-u_binary64
717×expm1-log1p-u_binary64
147×expm1-udef_binary64
147×log1p-udef_binary64
88×associate-*r*_binary64
Counts
4 → 77
Calls

4 calls:

58.0ms
(*.f64 (cbrt.f64 (*.f64 y x)) y)
58.0ms
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (cbrt.f64 (*.f64 y x)) y))
58.0ms
(pow.f64 (cbrt.f64 (*.f64 y x)) 2)
58.0ms
(cbrt.f64 (*.f64 y x))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0931
118029
2193229
3490929
000
100

simplify126.0ms (1.9%)

Algorithm
egg-herbie
Rules
718×fma-neg_binary64
439×associate-*l*_binary64
411×exp-sum_binary64
385×associate-*r*_binary64
309×exp-prod_binary64
Counts
173 → 102
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
0721472
11721440
23081228
3968920
43447908
54789908
64655908
74959908
84835908

prune92.0ms (1.4%)

Pruning

13 alts after pruning (10 fresh and 3 done)

PrunedKeptTotal
New1304134
Fresh268
Picked011
Done022
Total13213145
Error
0.0b
Counts
145 → 13
Alt Table
StatusErrorProgram
1.2b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (pow.f64 (cbrt.f64 (*.f64 y (cbrt.f64 (*.f64 y x)))) 3))
39.9b
(sqrt.f64 (pow.f64 (*.f64 y (sqrt.f64 x)) 4))
11.7b
(*.f64 (*.f64 (*.f64 y x) (cbrt.f64 (*.f64 y y))) (cbrt.f64 y))
11.4b
(*.f64 (pow.f64 y 2) x)
25.2b
(*.f64 (sqrt.f64 (*.f64 y x)) (*.f64 (sqrt.f64 (*.f64 y x)) y))
0.2b
(*.f64 (*.f64 x y) y)
22.7b
(pow.f64 (sqrt.f64 (*.f64 y (*.f64 y x))) 2)
0.9b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (cbrt.f64 (*.f64 y x)) y))
26.4b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (exp.f64 (log.f64 (cbrt.f64 (*.f64 y x)))) y))
1.1b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (pow.f64 (cbrt.f64 (cbrt.f64 (*.f64 y x))) 3) y))
1.0b
(pow.f64 (cbrt.f64 (*.f64 y (*.f64 x y))) 3)
11.8b
(*.f64 (cbrt.f64 (*.f64 y y)) (*.f64 (cbrt.f64 y) (*.f64 y x)))
1.2b
(pow.f64 (*.f64 (cbrt.f64 y) (cbrt.f64 (*.f64 y x))) 3)
Compiler

Compiled 2430 to 1079 computations (55.6% saved)

localize9.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.5b
(pow.f64 (cbrt.f64 (*.f64 y x)) 2)
0.6b
(cbrt.f64 (cbrt.f64 (*.f64 y x)))
0.7b
(pow.f64 (cbrt.f64 (cbrt.f64 (*.f64 y x))) 3)
8.7b
(cbrt.f64 (*.f64 y x))

series1.7s (25%)

Counts
2 → 48
Calls

2 calls:

876.0ms
(pow.f64 (cbrt.f64 (cbrt.f64 (*.f64 y x))) 3)
819.0ms
(cbrt.f64 (cbrt.f64 (*.f64 y x)))

rewrite52.0ms (0.8%)

Algorithm
batch-egg-rewrite
Rules
571×unpow-prod-down_binary64
564×log1p-expm1-u_binary64
564×expm1-log1p-u_binary64
306×log-prod_binary64
162×pow2_binary64
Counts
2 → 107
Calls

2 calls:

50.0ms
(cbrt.f64 (cbrt.f64 (*.f64 y x)))
50.0ms
(pow.f64 (cbrt.f64 (cbrt.f64 (*.f64 y x))) 3)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0814
114313
2151213
3559713
000
100

simplify85.0ms (1.3%)

Algorithm
egg-herbie
Rules
864×fma-def_binary64
640×unswap-sqr_binary64
268×distribute-neg-out_binary64
238×associate-*l*_binary64
228×unsub-neg_binary64
Counts
155 → 121
Iterations

Useful iterations: 5 (0.0ms)

IterNodesCost
044840
1117840
2209744
3555552
41809480
54933456
64927456
74928456

prune161.0ms (2.4%)

Pruning

13 alts after pruning (9 fresh and 4 done)

PrunedKeptTotal
New2121213
Fresh189
Picked011
Done033
Total21313226
Error
0.0b
Counts
226 → 13
Alt Table
StatusErrorProgram
1.2b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (pow.f64 (cbrt.f64 (*.f64 y (cbrt.f64 (*.f64 y x)))) 3))
39.9b
(sqrt.f64 (pow.f64 (*.f64 y (sqrt.f64 x)) 4))
11.7b
(*.f64 (*.f64 (*.f64 y x) (cbrt.f64 (*.f64 y y))) (cbrt.f64 y))
11.4b
(*.f64 (pow.f64 y 2) x)
25.2b
(*.f64 (sqrt.f64 (*.f64 y x)) (*.f64 (sqrt.f64 (*.f64 y x)) y))
0.2b
(*.f64 (*.f64 x y) y)
22.7b
(pow.f64 (sqrt.f64 (*.f64 y (*.f64 y x))) 2)
0.9b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (cbrt.f64 (*.f64 y x)) y))
26.4b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (exp.f64 (log.f64 (cbrt.f64 (*.f64 y x)))) y))
1.1b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (pow.f64 (cbrt.f64 (cbrt.f64 (*.f64 y x))) 3) y))
1.0b
(pow.f64 (cbrt.f64 (*.f64 y (*.f64 x y))) 3)
0.8b
(*.f64 (pow.f64 (cbrt.f64 (*.f64 y x)) 2) (*.f64 (*.f64 (cbrt.f64 y) (cbrt.f64 x)) y))
1.2b
(pow.f64 (*.f64 (cbrt.f64 y) (cbrt.f64 (*.f64 y x))) 3)
Compiler

Compiled 4716 to 2392 computations (49.3% saved)

regimes54.0ms (0.8%)

Accuracy

Total 0.2b remaining (84.3%)

Threshold costs 0.2b (84.3%)

Counts
21 → 1
Compiler

Compiled 791 to 511 computations (35.4% saved)

simplify2.0ms (0%)

Algorithm
egg-herbie
Rules
*-commutative_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
057
177
277

end123.0ms (1.8%)

Compiler

Compiled 178 to 111 computations (37.6% saved)

Profiling

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