Details

Time bar (total: 6.4s)

analyze496.0ms (7.8%)

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%93.6%6.4%6
0%31.2%68.8%7
0%31.2%68.8%8
0%31.2%68.8%9
0%28.1%71.9%10
2.3%24.2%73.5%11
3.5%23%73.5%12
5.3%21.2%73.5%13
6.1%19.6%74.3%14
Compiler

Compiled 18 to 13 computations (27.8% saved)

sample2.3s (36.6%)

Results
1.0s5938×body128valid
559.0ms685×body1024valid
482.0ms949×body512valid
205.0ms664×body256valid
49.0ms309×body128invalid
20.0ms20×body2048valid
Compiler

Compiled 36 to 26 computations (27.8% saved)

preprocess59.0ms (0.9%)

Algorithm
egg-herbie
Rules
535×fma-neg_binary64
351×cancel-sign-sub-inv_binary64
301×sub-neg_binary64
265×distribute-rgt-in_binary64
256×fma-def_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
044126
1101119
2216119
3382119
4662119
51095119
62181119
73682119
84434119
94693119
044
Stop Event
saturated
node limit
Compiler

Compiled 17 to 12 computations (29.4% saved)

simplify42.0ms (0.7%)

Algorithm
egg-herbie
Rules
821×fma-neg_binary64
312×fma-def_binary64
173×distribute-rgt-in_binary64
132×unsub-neg_binary64
123×cancel-sign-sub-inv_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01318
12517
24617
37517
412317
520117
637917
772117
8127917
9201217
10269717
11297317
12298917
13298917
Stop Event
saturated
Counts
1 → 2

prune3.0ms (0.1%)

Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New112
Fresh101
Picked000
Done000
Total213
Error
0.1b
Counts
3 → 1
Alt Table
StatusErrorProgram
0.1b
(-.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
Compiler

Compiled 58 to 37 computations (36.2% saved)

localize11.0ms (0.2%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.0b
(log1p.f64 (neg.f64 y))
0.0b
(*.f64 z (log1p.f64 (neg.f64 y)))
0.2b
(fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y))))

series393.0ms (6.2%)

Counts
3 → 72
Calls

18 calls:

124.0ms
(*.f64 z (log1p.f64 (neg.f64 y)))
z
0
66.0ms
(*.f64 z (log1p.f64 (neg.f64 y)))
z
inf
61.0ms
(*.f64 z (log1p.f64 (neg.f64 y)))
z
-inf
26.0ms
(fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y))))
x
0
22.0ms
(fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y))))
z
0

rewrite49.0ms (0.8%)

Algorithm
batch-egg-rewrite
Rules
678×expm1-log1p-u_binary64
677×log1p-expm1-u_binary64
280×prod-diff_binary64
89×add-sqr-sqrt_binary64
81×add-exp-log_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
0927
117621
2212321
Stop Event
node limit
Counts
3 → 54

simplify39.0ms (0.6%)

Algorithm
egg-herbie
Rules
637×fma-def_binary64
373×associate--r+_binary64
334×associate-+l+_binary64
281×distribute-neg-in_binary64
222×distribute-rgt-in_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01321270
14311166
214091119
Stop Event
node limit
Counts
126 → 128

prune108.0ms (1.7%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1226128
Fresh000
Picked011
Done000
Total1227129
Error
0.1b
Counts
129 → 7
Alt Table
StatusErrorProgram
0.1b
(-.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
32.5b
(-.f64 (cbrt.f64 (pow.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) 3)) t)
39.6b
(-.f64 (pow.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) 2) t)
39.2b
(-.f64 (/.f64 (+.f64 (pow.f64 (*.f64 x (log.f64 y)) 3) (pow.f64 (*.f64 z (log1p.f64 y)) 3)) (+.f64 (*.f64 (*.f64 x (log.f64 y)) (*.f64 x (log.f64 y))) (-.f64 (pow.f64 (*.f64 z (log1p.f64 y)) 2) (*.f64 (*.f64 x (log.f64 y)) (*.f64 z (log1p.f64 y)))))) t)
9.6b
(-.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) (pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) 2)) t)
0.7b
(-.f64 (-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z))) t)
0.1b
(-.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
Compiler

Compiled 2620 to 1308 computations (50.1% saved)

localize10.0ms (0.2%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.0b
(log1p.f64 (neg.f64 y))
0.0b
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
0.3b
(*.f64 (log.f64 y) x)

series321.0ms (5%)

Counts
2 → 44
Calls

15 calls:

60.0ms
(*.f64 (log.f64 y) x)
x
0
48.0ms
(*.f64 (log.f64 y) x)
x
inf
45.0ms
(*.f64 (log.f64 y) x)
x
-inf
26.0ms
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
z
-inf
24.0ms
(fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x))
z
0

rewrite38.0ms (0.6%)

Algorithm
batch-egg-rewrite
Rules
678×expm1-log1p-u_binary64
677×log1p-expm1-u_binary64
280×prod-diff_binary64
89×add-sqr-sqrt_binary64
81×add-exp-log_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
0920
117618
2212218
Stop Event
node limit
Counts
2 → 38

simplify38.0ms (0.6%)

Algorithm
egg-herbie
Rules
540×fma-neg_binary64
384×sub-neg_binary64
346×distribute-rgt-in_binary64
313×distribute-neg-in_binary64
286×fma-def_binary64
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
073751
1230708
2719621
32759619
Stop Event
node limit
Counts
82 → 68

prune100.0ms (1.6%)

Pruning

8 alts after pruning (6 fresh and 2 done)

PrunedKeptTotal
New1071108
Fresh055
Picked011
Done011
Total1078115
Error
0.1b
Counts
115 → 8
Alt Table
StatusErrorProgram
0.1b
(-.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
32.5b
(-.f64 (cbrt.f64 (pow.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y))) 3)) t)
39.6b
(-.f64 (pow.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) 2) t)
24.7b
(-.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (cbrt.f64 (*.f64 (pow.f64 (log.f64 y) 3) (pow.f64 x 3)))) t)
39.2b
(-.f64 (/.f64 (+.f64 (pow.f64 (*.f64 x (log.f64 y)) 3) (pow.f64 (*.f64 z (log1p.f64 y)) 3)) (+.f64 (*.f64 (*.f64 x (log.f64 y)) (*.f64 x (log.f64 y))) (-.f64 (pow.f64 (*.f64 z (log1p.f64 y)) 2) (*.f64 (*.f64 x (log.f64 y)) (*.f64 z (log1p.f64 y)))))) t)
9.6b
(-.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) (pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) 2)) t)
0.7b
(-.f64 (-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z))) t)
0.1b
(-.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (*.f64 (log.f64 y) x)) t)
Compiler

Compiled 2191 to 1029 computations (53% saved)

localize14.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z))
0.0b
(-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z)))
0.3b
(*.f64 (log.f64 y) x)
5.3b
(*.f64 (pow.f64 y 2) z)

series94.0ms (1.5%)

Counts
3 → 31
Calls

21 calls:

15.0ms
(-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z)))
x
-inf
13.0ms
(-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z)))
z
0
12.0ms
(-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z)))
x
0
12.0ms
(-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z)))
x
inf
10.0ms
(-.f64 (*.f64 (log.f64 y) x) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z)))
z
inf

rewrite67.0ms (1%)

Algorithm
batch-egg-rewrite
Rules
268×expm1-udef_binary64
268×log1p-udef_binary64
150×add-sqr-sqrt_binary64
145×log1p-expm1-u_binary64
145×expm1-log1p-u_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01443
130641
2413441
Stop Event
node limit
Counts
3 → 104

simplify31.0ms (0.5%)

Algorithm
egg-herbie
Rules
522×fma-def_binary64
361×fma-neg_binary64
281×cancel-sign-sub-inv_binary64
228×distribute-rgt-neg-in_binary64
197×associate-*l*_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
037412
1101369
2267353
3887353
43045353
Stop Event
node limit
Counts
135 → 121

prune185.0ms (2.9%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1363139
Fresh235
Picked101
Done112
Total1407147
Error
0.1b
Counts
147 → 7
Alt Table
StatusErrorProgram
24.9b
(-.f64 (-.f64 (cbrt.f64 (pow.f64 (*.f64 (log.f64 y) x) 3)) (+.f64 (*.f64 1/2 (*.f64 (pow.f64 y 2) z)) (*.f64 y z))) t)
39.6b
(-.f64 (pow.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) 2) t)
19.8b
(-.f64 (*.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2)) (/.f64 1 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))))) t)
0.1b
(-.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
24.7b
(-.f64 (fma.f64 (log1p.f64 (neg.f64 y)) z (cbrt.f64 (*.f64 (pow.f64 (log.f64 y) 3) (pow.f64 x 3)))) t)
39.2b
(-.f64 (/.f64 (+.f64 (pow.f64 (*.f64 x (log.f64 y)) 3) (pow.f64 (*.f64 z (log1p.f64 y)) 3)) (+.f64 (*.f64 (*.f64 x (log.f64 y)) (*.f64 x (log.f64 y))) (-.f64 (pow.f64 (*.f64 z (log1p.f64 y)) 2) (*.f64 (*.f64 x (log.f64 y)) (*.f64 z (log1p.f64 y)))))) t)
19.8b
(-.f64 (/.f64 1 (/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2)))) t)
Compiler

Compiled 3791 to 1785 computations (52.9% saved)

localize17.0ms (0.3%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.3b
(*.f64 (log.f64 y) x)
0.3b
(/.f64 1 (/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2))))
0.7b
(-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2))
25.0b
(/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2)))

series380.0ms (5.9%)

Counts
3 → 108
Calls

27 calls:

34.0ms
(/.f64 1 (/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2))))
x
inf
33.0ms
(/.f64 1 (/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2))))
z
0
31.0ms
(/.f64 1 (/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2))))
x
-inf
25.0ms
(-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2))
x
-inf
21.0ms
(-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2))) 2))
x
inf

rewrite58.0ms (0.9%)

Algorithm
batch-egg-rewrite
Rules
200×add-sqr-sqrt_binary64
198×log1p-expm1-u_binary64
198×expm1-log1p-u_binary64
195×add-cbrt-cube_binary64
189×add-cube-cbrt_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
019126
1421113
Stop Event
node limit
Counts
3 → 108

simplify103.0ms (1.6%)

Algorithm
egg-herbie
Rules
466×times-frac_binary64
376×associate-/l*_binary64
315×associate-*r*_binary64
311×associate-/r*_binary64
291×fma-def_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
03648693
113667734
Stop Event
node limit
Counts
216 → 198

prune413.0ms (6.5%)

Pruning

8 alts after pruning (7 fresh and 1 done)

PrunedKeptTotal
New2115216
Fresh325
Picked101
Done011
Total2158223
Error
0.0b
Counts
223 → 8
Alt Table
StatusErrorProgram
0.1b
(-.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 (neg.f64 y)))) t)
39.6b
(-.f64 (pow.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (*.f64 z (log1p.f64 y)))) 2) t)
39.2b
(-.f64 (/.f64 (+.f64 (pow.f64 (*.f64 x (log.f64 y)) 3) (pow.f64 (*.f64 z (log1p.f64 y)) 3)) (+.f64 (*.f64 (*.f64 x (log.f64 y)) (*.f64 x (log.f64 y))) (-.f64 (pow.f64 (*.f64 z (log1p.f64 y)) 2) (*.f64 (*.f64 x (log.f64 y)) (*.f64 z (log1p.f64 y)))))) t)
40.2b
(-.f64 (/.f64 1 (/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (*.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 4) (pow.f64 (*.f64 z (fma.f64 y (*.f64 y 1/2) y)) 4)) (/.f64 1 (+.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (fma.f64 y (*.f64 y 1/2) y)) 2)))))) t)
20.0b
(-.f64 (*.f64 (/.f64 1 (pow.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (*.f64 z (fma.f64 y (*.f64 y 1/2) y)))) 2)) (/.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (fma.f64 y (*.f64 y 1/2) y)) 2)) (cbrt.f64 (fma.f64 (log.f64 y) x (*.f64 z (fma.f64 y (*.f64 y 1/2) y)))))) t)
19.8b
(-.f64 (*.f64 (-.f64 (pow.f64 (*.f64 (log.f64 y) x) 2) (pow.f64 (*.f64 z (fma.f64 y (*.f64 y 1/2) y)) 2)) (/.f64 1 (fma.f64 (log.f64 y) x (*.f64 z (fma.f64 y (*.f64 y 1/2) y))))) t)
19.8b
(-.f64 (/.f64 1 (/.f64 (fma.f64 (log.f64 y) x (*.f64 z (+.f64 y (*.f64 (*.f64 y y) 1/2)))) (fma.f64 (pow.f64 (log.f64 y) 2) (*.f64 x x) (neg.f64 (pow.f64 (*.f64 z (fma.f64 y (*.f64 y 1/2) y)) 2))))) t)
8.9b
(-.f64 (/.f64 1 (/.f64 1 (*.f64 (log.f64 y) x))) t)
Compiler

Compiled 13586 to 7982 computations (41.2% saved)

regimes786.0ms (12.3%)

Accuracy

Total 0.1b remaining (44.1%)

Threshold costs 0.1b (44.1%)

Counts
87 → 1
Compiler

Compiled 15116 to 9696 computations (35.9% saved)

simplify2.0ms (0%)

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
01117
11817
22317
32617
42717
Stop Event
saturated

end198.0ms (3.1%)

Stop Event
fuel
Compiler

Compiled 315 to 195 computations (38.1% saved)

Profiling

Loading profile data...