Details

Time bar (total: 8.8s)

analyze923.0ms (10.5%)

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%99.8%0.2%6
0%99.8%0.2%7
0%74.9%25.1%8
6.2%68.6%25.1%9
7.8%67.1%25.1%10
10.1%64.7%25.1%11
14.8%47.6%37.6%12
15.8%36.8%47.4%13
16.6%35.1%48.3%14
Compiler

Compiled 22 to 17 computations (22.7% saved)

sample2.9s (32.6%)

Results
1.6s11100×body128invalid
1.2s8256×body128valid
Compiler

Compiled 65 to 50 computations (23.1% saved)

simplify27.0ms (0.3%)

Algorithm
egg-herbie
Rules
519×fma-def_binary64
314×associate-*l*_binary64
304×*-commutative_binary64
272×fma-neg_binary64
248×unswap-sqr_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01625
12925
25225
311625
428625
563225
6179325
7372525
Stop Event
node limit
Counts
1 → 2

prune3.0ms (0%)

Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New112
Fresh101
Picked000
Done000
Total213
Error
0.3b
Counts
3 → 1
Alt Table
StatusErrorProgram
0.3b
(*.f64 (-.f64 (*.f64 x 1/2) y) (*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))
Compiler

Compiled 77 to 57 computations (26% saved)

localize11.0ms (0.1%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t))
0.3b
(*.f64 (-.f64 (*.f64 x 1/2) y) (*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))

series180.0ms (2.1%)

Counts
2 → 48
Calls

2 calls:

159.0ms
(*.f64 (-.f64 (*.f64 x 1/2) y) (*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))
21.0ms
(*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t))

rewrite56.0ms (0.6%)

Algorithm
batch-egg-rewrite
Rules
571×prod-diff_binary64
161×add-sqr-sqrt_binary64
153×log1p-expm1-u_binary64
153×expm1-log1p-u_binary64
151×add-cbrt-cube_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01641
133337
2410337
Stop Event
node limit
Counts
2 → 36
Calls

2 calls:

55.0ms
(*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t))
55.0ms
(*.f64 (-.f64 (*.f64 x 1/2) y) (*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))

simplify60.0ms (0.7%)

Algorithm
egg-herbie
Rules
688×associate-*l*_binary64
677×fma-def_binary64
339×sub-neg_binary64
275×cancel-sign-sub-inv_binary64
249×*-commutative_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0881979
12711819
210051332
345371332
Stop Event
node limit
Counts
84 → 60

prune65.0ms (0.7%)

Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New52860
Fresh000
Picked011
Done000
Total52961
Error
0.0b
Counts
61 → 9
Alt Table
StatusErrorProgram
30.9b
(/.f64 (*.f64 (-.f64 (*.f64 1/4 (*.f64 x x)) (*.f64 y y)) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) (fma.f64 x 1/2 y))
0.5b
(-.f64 (*.f64 1/2 (*.f64 (*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x)) (sqrt.f64 z))) (*.f64 (*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))) (sqrt.f64 z)))
16.1b
(*.f64 (-.f64 (*.f64 x 1/2) y) (cbrt.f64 (*.f64 (pow.f64 (*.f64 z 2) 3/2) (pow.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) 3))))
0.3b
(*.f64 (-.f64 (*.f64 x 1/2) y) (*.f64 (sqrt.f64 (*.f64 z 2)) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))
0.6b
(*.f64 (-.f64 (*.f64 x 1/2) y) (pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2))
48.7b
(sqrt.f64 (*.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)) (pow.f64 (-.f64 (*.f64 x 1/2) y) 2)))
29.8b
(pow.f64 (sqrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 2)
1.3b
(pow.f64 (cbrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 3)
0.5b
(*.f64 (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
Compiler

Compiled 1855 to 1200 computations (35.3% saved)

localize13.0ms (0.1%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.0b
(*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))
0.3b
(*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y))
0.4b
(*.f64 (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))

series181.0ms (2.1%)

Counts
3 → 64
Calls

3 calls:

158.0ms
(*.f64 (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
17.0ms
(*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y))
6.0ms
(*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))

rewrite60.0ms (0.7%)

Algorithm
batch-egg-rewrite
Rules
571×prod-diff_binary64
169×add-sqr-sqrt_binary64
161×log1p-expm1-u_binary64
161×expm1-log1p-u_binary64
159×add-cbrt-cube_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01752
135348
2433848
Stop Event
node limit
Counts
3 → 55
Calls

3 calls:

59.0ms
(*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))
59.0ms
(*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y))
59.0ms
(*.f64 (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))

simplify40.0ms (0.5%)

Algorithm
egg-herbie
Rules
660×fma-def_binary64
626×associate-*r*_binary64
626×associate-*l*_binary64
266×cancel-sign-sub-inv_binary64
223×*-commutative_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0911624
12871600
210281416
Stop Event
node limit
Counts
119 → 83

prune115.0ms (1.3%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New82183
Fresh257
Picked011
Done101
Total85792
Error
0.0b
Counts
92 → 7
Alt Table
StatusErrorProgram
0.5b
(-.f64 (*.f64 1/2 (*.f64 (*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x)) (sqrt.f64 z))) (*.f64 (*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))) (sqrt.f64 z)))
0.6b
(*.f64 (-.f64 (exp.f64 (log1p.f64 (sqrt.f64 (*.f64 2 (pow.f64 (exp.f64 t) t))))) 1) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
0.6b
(*.f64 (-.f64 (*.f64 x 1/2) y) (pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2))
48.7b
(sqrt.f64 (*.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)) (pow.f64 (-.f64 (*.f64 x 1/2) y) 2)))
29.8b
(pow.f64 (sqrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 2)
1.3b
(pow.f64 (cbrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 3)
0.5b
(*.f64 (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
Compiler

Compiled 2235 to 1363 computations (39% saved)

localize16.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.3b
(*.f64 (*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x)) (sqrt.f64 z))
0.4b
(*.f64 (*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))) (sqrt.f64 z))
0.4b
(*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x))
0.4b
(*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))

series980.0ms (11.2%)

Counts
4 → 16
Calls

4 calls:

294.0ms
(*.f64 (*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))) (sqrt.f64 z))
243.0ms
(*.f64 (*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x)) (sqrt.f64 z))
223.0ms
(*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))
219.0ms
(*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x))

rewrite61.0ms (0.7%)

Algorithm
batch-egg-rewrite
Rules
289×expm1-udef_binary64
289×log1p-udef_binary64
188×associate-*r*_binary64
164×add-sqr-sqrt_binary64
153×add-log-exp_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01774
134366
2416966
Stop Event
node limit
Counts
4 → 61
Calls

4 calls:

60.0ms
(*.f64 (*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x)) (sqrt.f64 z))
60.0ms
(*.f64 (*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))) (sqrt.f64 z))
60.0ms
(*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x))
60.0ms
(*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)))

simplify32.0ms (0.4%)

Algorithm
egg-herbie
Rules
725×distribute-rgt-out_binary64
691×fma-def_binary64
603×associate-*l*_binary64
548×distribute-lft-out_binary64
439×associate-*r*_binary64
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
065556
1202504
2685418
33180366
Stop Event
node limit
Counts
77 → 91

prune80.0ms (0.9%)

Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New91091
Fresh055
Picked011
Done011
Total91798
Error
0.0b
Counts
98 → 7
Alt Table
StatusErrorProgram
0.5b
(-.f64 (*.f64 1/2 (*.f64 (*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x)) (sqrt.f64 z))) (*.f64 (*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))) (sqrt.f64 z)))
0.6b
(*.f64 (-.f64 (exp.f64 (log1p.f64 (sqrt.f64 (*.f64 2 (pow.f64 (exp.f64 t) t))))) 1) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
0.6b
(*.f64 (-.f64 (*.f64 x 1/2) y) (pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2))
48.7b
(sqrt.f64 (*.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)) (pow.f64 (-.f64 (*.f64 x 1/2) y) 2)))
29.8b
(pow.f64 (sqrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 2)
1.3b
(pow.f64 (cbrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 3)
0.5b
(*.f64 (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
Compiler

Compiled 3325 to 1835 computations (44.8% saved)

localize15.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))
0.2b
(sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))
0.3b
(*.f64 (-.f64 (*.f64 x 1/2) y) (pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2))
0.5b
(pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2)

series1.2s (13.8%)

Counts
4 → 88
Calls

4 calls:

530.0ms
(pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2)
514.0ms
(sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))
139.0ms
(*.f64 (-.f64 (*.f64 x 1/2) y) (pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2))
23.0ms
(sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))

rewrite63.0ms (0.7%)

Algorithm
batch-egg-rewrite
Rules
571×prod-diff_binary64
161×add-sqr-sqrt_binary64
154×log1p-expm1-u_binary64
154×expm1-log1p-u_binary64
151×add-cbrt-cube_binary64
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01767
135666
2408866
Stop Event
node limit
Counts
4 → 105
Calls

4 calls:

61.0ms
(sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))
61.0ms
(sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))
61.0ms
(*.f64 (-.f64 (*.f64 x 1/2) y) (pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2))
61.0ms
(pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2)

simplify68.0ms (0.8%)

Algorithm
egg-herbie
Rules
888×fma-def_binary64
357×*-commutative_binary64
343×sub-neg_binary64
262×cancel-sign-sub-inv_binary64
225×distribute-rgt-neg-in_binary64
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01182881
13572728
212502050
343472026
Stop Event
node limit
Counts
193 → 116

prune105.0ms (1.2%)

Pruning

7 alts after pruning (4 fresh and 3 done)

PrunedKeptTotal
New1160116
Fresh044
Picked011
Done022
Total1167123
Error
0.0b
Counts
123 → 7
Alt Table
StatusErrorProgram
0.5b
(-.f64 (*.f64 1/2 (*.f64 (*.f64 (sqrt.f64 2) (*.f64 (pow.f64 (sqrt.f64 (exp.f64 t)) t) x)) (sqrt.f64 z))) (*.f64 (*.f64 y (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t))) (sqrt.f64 z)))
0.6b
(*.f64 (-.f64 (exp.f64 (log1p.f64 (sqrt.f64 (*.f64 2 (pow.f64 (exp.f64 t) t))))) 1) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
0.6b
(*.f64 (-.f64 (*.f64 x 1/2) y) (pow.f64 (sqrt.f64 (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)))) 2))
48.7b
(sqrt.f64 (*.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t)) (pow.f64 (-.f64 (*.f64 x 1/2) y) 2)))
29.8b
(pow.f64 (sqrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 2)
1.3b
(pow.f64 (cbrt.f64 (*.f64 (-.f64 (*.f64 x 1/2) y) (sqrt.f64 (*.f64 (*.f64 z 2) (pow.f64 (exp.f64 t) t))))) 3)
0.5b
(*.f64 (*.f64 (sqrt.f64 2) (pow.f64 (sqrt.f64 (exp.f64 t)) t)) (*.f64 (sqrt.f64 z) (-.f64 (*.f64 1/2 x) y)))
Compiler

Compiled 2981 to 1867 computations (37.4% saved)

regimes1.4s (16.3%)

Accuracy

Total 0.3b remaining (91.1%)

Threshold costs 0.3b (91.1%)

Counts
104 → 1
Compiler

Compiled 32618 to 24791 computations (24% saved)

simplify3.0ms (0%)

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

Useful iterations: 1 (0.0ms)

IterNodesCost
01741
12939
23839
34439
44739
54839
Stop Event
saturated

end122.0ms (1.4%)

Compiler

Compiled 223 to 159 computations (28.7% saved)

Profiling

Loading profile data...