Details

Time bar (total: 4.6s)

analyze329.0ms (7.2%)

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
0%99.9%0.1%5
25%74.9%0.1%6
25%74.9%0.1%7
43.7%56.2%0.1%8
62.4%37.4%0.1%9
65.5%34.3%0.1%10
71.8%27.7%0.5%11
79.2%19.7%1.1%12
80.2%18.7%1.1%13
82.8%15%2.2%14
Compiler

Compiled 15 to 11 computations (26.7% saved)

sample25.0ms (0.5%)

Algorithm
intervals
Results
9.0ms256×body128valid
0.0msbody128invalid
Compiler

Compiled 32 to 24 computations (25% saved)

simplify10.0ms (0.2%)

Algorithm
egg-herbie
Rules
37×associate-*l*_binary64
36×associate-*r*_binary64
20×*-commutative_binary64
19×distribute-rgt-in_binary64 distribute-lft-in_binary64
18×associate-/r*_binary64
Counts
1 → 0
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01016
12416
23816
38716
410816
511816
611116

prune2.0ms (0%)

Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New000
Fresh011
Picked000
Done000
Total011
Error
9.1b
Counts
1 → 1
Alt Table
StatusErrorProgram
9.1b
(/.f64 (/.f64 1 x) (*.f64 y (+.f64 1 (*.f64 z z))))
Compiler

Compiled 28 to 20 computations (28.6% saved)

localize8.0ms (0.2%)

Local error

Found 2 expressions with local error:

4.8b
(*.f64 y (+.f64 1 (*.f64 z z)))
5.5b
(/.f64 (/.f64 1 x) (*.f64 y (+.f64 1 (*.f64 z z))))

rewrite120.0ms (2.6%)

Algorithm
rewrite-expression-head
Error
6.6b
Rules
31×times-frac_binary64
26×add-exp-log_binary64
20×add-sqr-sqrt_binary64
18×add-cube-cbrt_binary64 *-un-lft-identity_binary64
16×add-cbrt-cube_binary64
Counts
2 → 74
Calls

2 calls:

10.0ms
(/.f64 (/.f64 1 x) (*.f64 y (+.f64 1 (*.f64 z z))))
6.0ms
(*.f64 y (+.f64 1 (*.f64 z z)))
Compiler

Compiled 1356 to 790 computations (41.7% saved)

series79.0ms (1.7%)

Error
6.6b
Counts
2 → 19
Calls

2 calls:

44.0ms
(/.f64 (/.f64 1 x) (*.f64 y (+.f64 1 (*.f64 z z))))
24.0ms
(*.f64 y (+.f64 1 (*.f64 z z)))
Compiler

Compiled 583 to 422 computations (27.6% saved)

simplify124.0ms (2.7%)

Algorithm
egg-herbie
Rules
416×associate-/r*_binary64
399×associate-*r*_binary64
379×associate-/l*_binary64
318×associate-+l+_binary64
309×associate-/l/_binary64
Counts
93 → 79
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01301707
13091434
29851432
331701432
445551432
549651432
649641432

prune64.0ms (1.4%)

Pruning

9 alts after pruning (9 fresh and 0 done)

PrunedKeptTotal
New70979
Fresh000
Picked101
Done000
Total71980
Error
6.6b
Counts
80 → 9
Alt Table
StatusErrorProgram
7.5b
(*.f64 (/.f64 1 y) (/.f64 1 (+.f64 x (*.f64 x (*.f64 z z)))))
27.9b
(cbrt.f64 (/.f64 1 (pow.f64 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))) 3)))
49.6b
(*.f64 (/.f64 (/.f64 1 (sqrt.f64 x)) y) (/.f64 (/.f64 1 (sqrt.f64 x)) (+.f64 1 (*.f64 z z))))
9.1b
(/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))
25.6b
(/.f64 (/.f64 1 x) (*.f64 (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y))) (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y)))))
8.3b
(/.f64 (/.f64 1 (*.f64 x y)) (+.f64 1 (*.f64 z z)))
9.6b
(*.f64 (*.f64 (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y)))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))))
9.6b
(/.f64 (/.f64 1 (*.f64 (cbrt.f64 x) (cbrt.f64 x))) (*.f64 (+.f64 y (*.f64 (*.f64 z z) y)) (cbrt.f64 x)))
8.7b
(/.f64 (*.f64 (cbrt.f64 (/.f64 1 x)) (cbrt.f64 (/.f64 1 x))) (/.f64 y (/.f64 (cbrt.f64 (/.f64 1 x)) (+.f64 1 (*.f64 z z)))))
Compiler

Compiled 1072 to 515 computations (52% saved)

localize11.0ms (0.2%)

Local error

Found 4 expressions with local error:

0.0b
(+.f64 x (*.f64 x (*.f64 z z)))
0.3b
(/.f64 1 (+.f64 x (*.f64 x (*.f64 z z))))
3.8b
(*.f64 (/.f64 1 y) (/.f64 1 (+.f64 x (*.f64 x (*.f64 z z)))))
8.2b
(*.f64 x (*.f64 z z))

rewrite186.0ms (4%)

Algorithm
rewrite-expression-head
Error
3.2b
Rules
53×add-exp-log_binary64
52×add-sqr-sqrt_binary64
39×times-frac_binary64
33×*-un-lft-identity_binary64
27×add-cube-cbrt_binary64
Counts
4 → 135
Calls

4 calls:

14.0ms
(*.f64 (/.f64 1 y) (/.f64 1 (+.f64 x (*.f64 x (*.f64 z z)))))
6.0ms
(*.f64 x (*.f64 z z))
5.0ms
(/.f64 1 (+.f64 x (*.f64 x (*.f64 z z))))
3.0ms
(+.f64 x (*.f64 x (*.f64 z z)))
Compiler

Compiled 2873 to 1166 computations (59.4% saved)

series115.0ms (2.5%)

Error
6.6b
Counts
4 → 32
Calls

4 calls:

43.0ms
(*.f64 (/.f64 1 y) (/.f64 1 (+.f64 x (*.f64 x (*.f64 z z)))))
24.0ms
(/.f64 1 (+.f64 x (*.f64 x (*.f64 z z))))
20.0ms
(+.f64 x (*.f64 x (*.f64 z z)))
17.0ms
(*.f64 x (*.f64 z z))
Compiler

Compiled 1042 to 779 computations (25.2% saved)

simplify144.0ms (3.1%)

Algorithm
egg-herbie
Rules
367×times-frac_binary64
315×distribute-rgt-in_binary64
293×distribute-lft-in_binary64
211×*-commutative_binary64
193×associate-/l*_binary64
Counts
167 → 129
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01593034
13742693
29122679
326262679
446422679
549802679

prune292.0ms (6.3%)

Pruning

10 alts after pruning (10 fresh and 0 done)

PrunedKeptTotal
New1245129
Fresh358
Picked101
Done000
Total12810138
Error
5.7b
Counts
138 → 10
Alt Table
StatusErrorProgram
48.7b
(*.f64 (/.f64 1 y) (/.f64 1 (+.f64 x (*.f64 (sqrt.f64 x) (*.f64 z (*.f64 z (sqrt.f64 x)))))))
27.9b
(cbrt.f64 (/.f64 1 (pow.f64 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))) 3)))
9.1b
(/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))
25.6b
(/.f64 (/.f64 1 x) (*.f64 (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y))) (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y)))))
8.3b
(/.f64 (/.f64 1 (*.f64 x y)) (+.f64 1 (*.f64 z z)))
9.6b
(*.f64 (*.f64 (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y)))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))))
23.9b
(*.f64 (/.f64 1 y) (cbrt.f64 (pow.f64 (/.f64 1 (+.f64 x (*.f64 x (*.f64 z z)))) 3)))
7.5b
(*.f64 (/.f64 1 y) (pow.f64 (+.f64 x (*.f64 x (*.f64 z z))) -1))
7.4b
(/.f64 1 (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
8.0b
(*.f64 (/.f64 (/.f64 1 y) (*.f64 (cbrt.f64 (+.f64 x (*.f64 x (*.f64 z z)))) (cbrt.f64 (+.f64 x (*.f64 x (*.f64 z z)))))) (/.f64 1 (cbrt.f64 (+.f64 x (*.f64 x (*.f64 z z))))))
Compiler

Compiled 1646 to 723 computations (56.1% saved)

localize8.0ms (0.2%)

Local error

Found 4 expressions with local error:

0.0b
(+.f64 x (*.f64 x (*.f64 z z)))
0.4b
(/.f64 1 (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
3.8b
(*.f64 y (+.f64 x (*.f64 x (*.f64 z z))))
8.2b
(*.f64 x (*.f64 z z))

rewrite115.0ms (2.5%)

Algorithm
rewrite-expression-head
Error
3.3b
Rules
22×add-exp-log_binary64
16×add-cbrt-cube_binary64
14×pow1_binary64
12×add-sqr-sqrt_binary64
add-cube-cbrt_binary64 *-un-lft-identity_binary64
Counts
4 → 82
Calls

4 calls:

6.0ms
(/.f64 1 (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
6.0ms
(*.f64 x (*.f64 z z))
6.0ms
(*.f64 y (+.f64 x (*.f64 x (*.f64 z z))))
3.0ms
(+.f64 x (*.f64 x (*.f64 z z)))
Compiler

Compiled 1414 to 417 computations (70.5% saved)

series131.0ms (2.9%)

Error
5.7b
Counts
4 → 37
Calls

4 calls:

46.0ms
(/.f64 1 (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
38.0ms
(*.f64 y (+.f64 x (*.f64 x (*.f64 z z))))
20.0ms
(+.f64 x (*.f64 x (*.f64 z z)))
15.0ms
(*.f64 x (*.f64 z z))
Compiler

Compiled 1062 to 759 computations (28.5% saved)

simplify119.0ms (2.6%)

Algorithm
egg-herbie
Rules
553×times-frac_binary64
319×distribute-rgt-in_binary64
301×distribute-lft-in_binary64
286×*-commutative_binary64
226×associate-/r*_binary64
Counts
119 → 77
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01291770
12991566
210701554
335911552
446581552
549601552

prune47.0ms (1%)

Pruning

9 alts after pruning (9 fresh and 0 done)

PrunedKeptTotal
New74377
Fresh369
Picked101
Done000
Total78987
Error
5.6b
Counts
87 → 9
Alt Table
StatusErrorProgram
48.7b
(/.f64 1 (*.f64 y (+.f64 x (*.f64 (sqrt.f64 x) (*.f64 z (*.f64 z (sqrt.f64 x)))))))
27.9b
(cbrt.f64 (/.f64 1 (pow.f64 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))) 3)))
9.1b
(/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))
25.6b
(/.f64 (/.f64 1 x) (*.f64 (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y))) (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y)))))
8.3b
(/.f64 (/.f64 1 (*.f64 x y)) (+.f64 1 (*.f64 z z)))
9.6b
(*.f64 (*.f64 (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y)))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))))
24.0b
(/.f64 1 (*.f64 y (cbrt.f64 (pow.f64 (+.f64 x (*.f64 x (*.f64 z z))) 3))))
7.5b
(*.f64 (/.f64 1 y) (pow.f64 (+.f64 x (*.f64 x (*.f64 z z))) -1))
7.4b
(/.f64 (sqrt.f64 1) (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
Compiler

Compiled 824 to 400 computations (51.5% saved)

localize8.0ms (0.2%)

Local error

Found 4 expressions with local error:

0.0b
(+.f64 x (*.f64 x (*.f64 z z)))
0.4b
(/.f64 (sqrt.f64 1) (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
3.8b
(*.f64 y (+.f64 x (*.f64 x (*.f64 z z))))
8.2b
(*.f64 x (*.f64 z z))

rewrite125.0ms (2.7%)

Algorithm
rewrite-expression-head
Error
3.3b
Rules
16×add-exp-log_binary64 add-cbrt-cube_binary64
14×add-sqr-sqrt_binary64
11×pow1_binary64 add-cube-cbrt_binary64 *-un-lft-identity_binary64
add-log-exp_binary64 associate-*l*_binary64 times-frac_binary64 sqrt-prod_binary64 associate-/l*_binary64
prod-exp_binary64 cbrt-unprod_binary64
Counts
4 → 81
Calls

4 calls:

7.0ms
(/.f64 (sqrt.f64 1) (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
6.0ms
(*.f64 x (*.f64 z z))
6.0ms
(*.f64 y (+.f64 x (*.f64 x (*.f64 z z))))
3.0ms
(+.f64 x (*.f64 x (*.f64 z z)))
Compiler

Compiled 1506 to 526 computations (65.1% saved)

series140.0ms (3%)

Error
5.6b
Counts
4 → 37
Calls

4 calls:

45.0ms
(/.f64 (sqrt.f64 1) (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
39.0ms
(*.f64 y (+.f64 x (*.f64 x (*.f64 z z))))
22.0ms
(+.f64 x (*.f64 x (*.f64 z z)))
16.0ms
(*.f64 x (*.f64 z z))
Compiler

Compiled 1167 to 847 computations (27.4% saved)

simplify125.0ms (2.7%)

Algorithm
egg-herbie
Rules
553×times-frac_binary64
317×distribute-rgt-in_binary64
301×distribute-lft-in_binary64
284×*-commutative_binary64
226×associate-/r*_binary64
Counts
118 → 83
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01271790
12951586
210631574
335911572
446581572
549661572

prune45.0ms (1%)

Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New83083
Fresh088
Picked011
Done000
Total83992
Error
5.6b
Counts
92 → 9
Alt Table
StatusErrorProgram
48.7b
(/.f64 1 (*.f64 y (+.f64 x (*.f64 (sqrt.f64 x) (*.f64 z (*.f64 z (sqrt.f64 x)))))))
27.9b
(cbrt.f64 (/.f64 1 (pow.f64 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))) 3)))
9.1b
(/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))
25.6b
(/.f64 (/.f64 1 x) (*.f64 (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y))) (sqrt.f64 (+.f64 y (*.f64 (*.f64 z z) y)))))
8.3b
(/.f64 (/.f64 1 (*.f64 x y)) (+.f64 1 (*.f64 z z)))
9.6b
(*.f64 (*.f64 (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y)))))) (cbrt.f64 (/.f64 1 (*.f64 x (+.f64 y (*.f64 (*.f64 z z) y))))))
24.0b
(/.f64 1 (*.f64 y (cbrt.f64 (pow.f64 (+.f64 x (*.f64 x (*.f64 z z))) 3))))
7.5b
(*.f64 (/.f64 1 y) (pow.f64 (+.f64 x (*.f64 x (*.f64 z z))) -1))
7.4b
(/.f64 (sqrt.f64 1) (*.f64 y (+.f64 x (*.f64 x (*.f64 z z)))))
Compiler

Compiled 782 to 352 computations (55% saved)

regimes1.5s (32%)

Accuracy

Total -0.3b remaining (-6.9%)

Threshold costs -0.3b (-6.9%)

Compiler

Compiled 26021 to 16531 computations (36.5% saved)

simplify3.0ms (0.1%)

Algorithm
egg-herbie
Rules
*-commutative_binary64
1-exp_binary64 +-commutative_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01116
11716
21516

end6.0ms (0.1%)

Remove

(sort x y)

Compiler

Compiled 42 to 27 computations (35.7% saved)

sample743.0ms (16.2%)

Algorithm
intervals
Results
292.0ms8000×body128valid
15.0ms445×body128invalid
Compiler

Compiled 208 to 127 computations (38.9% saved)

Profiling

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