Details

Time bar (total: 3.9s)

analyze587.0ms (14.9%)

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
12.5%87.4%0.1%7
18.7%81.1%0.1%8
31.2%68.6%0.1%9
35.9%55.4%8.7%10
42.9%47.6%9.5%11
51.5%38.2%10.3%12
55%30%15%13
59.5%25.3%15.3%14
Compiler

Compiled 17 to 13 computations (23.5% saved)

sample1.2s (30%)

Results
838.0ms7600×body128valid
85.0ms243×body1024valid
79.0ms590×body128invalid
66.0ms244×body512valid
35.0ms169×body256valid
Compiler

Compiled 50 to 38 computations (24% saved)

simplify223.0ms (5.6%)

Algorithm
egg-herbie
Rules
5304×fma-neg_binary64
679×unsub-neg_binary64
400×sub-neg_binary64
376×fma-def_binary64
289×associate--r+_binary64
Counts
1 → 2
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01416
12314
25914
315712
443812
5125312
6207812
7256312
8277712
9290712
10294912
11296412
12296712
13296712
14296712
15314112
16301512
17301512
18806212

prune4.0ms (0.1%)

Pruning

3 alts after pruning (3 fresh and 0 done)

PrunedKeptTotal
New022
Fresh011
Picked000
Done000
Total033
Error
0.1b
Counts
3 → 2
Alt Table
StatusErrorProgram
0.2b
(fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)
0.4b
(+.f64 x (*.f64 (*.f64 (-.f64 y x) 6) (-.f64 (/.f64 2 3) z)))
Compiler

Compiled 81 to 56 computations (30.9% saved)

localize6.0ms (0.2%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.1b
(fma.f64 z -6 4)
0.1b
(fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)

series11.0ms (0.3%)

Counts
2 → 48
Calls

2 calls:

10.0ms
(fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)
1.0ms
(fma.f64 z -6 4)

rewrite108.0ms (2.7%)

Algorithm
batch-egg-rewrite
Rules
507×fma-def_binary64
433×prod-diff_binary64
403×log-prod_binary64
298×fma-udef_binary64
175×expm1-udef_binary64
Counts
2 → 57
Calls

2 calls:

107.0ms
(fma.f64 z -6 4)
107.0ms
(fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0917
119417
2230117
3484717
4489417
5515117
000
100

simplify111.0ms (2.8%)

Algorithm
egg-herbie
Rules
1259×fma-neg_binary64
445×fma-def_binary64
152×sub-neg_binary64
121×cancel-sign-sub-inv_binary64
117×associate-*l*_binary64
Counts
105 → 76
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
040819
1121721
2273643
3569562
41314562
51413562
61441562
71450562
81459562
91461562
102494562
112494562
122381562

prune72.0ms (1.8%)

Pruning

7 alts after pruning (7 fresh and 0 done)

PrunedKeptTotal
New70676
Fresh011
Picked101
Done000
Total71778
Error
0.0b
Counts
78 → 7
Alt Table
StatusErrorProgram
22.8b
(fma.f64 (-.f64 y x) (pow.f64 (pow.f64 (fma.f64 z -6 4) 3) 1/3) x)
44.8b
(/.f64 (+.f64 (pow.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) 3) (pow.f64 x 3)) (fma.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) (*.f64 (-.f64 y x) (fma.f64 z -6 4)) (-.f64 (*.f64 x x) (*.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) x))))
34.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)) 2)
0.2b
(fma.f64 x (fma.f64 6 z -3) (*.f64 y (fma.f64 z -6 4)))
0.2b
(fma.f64 (-.f64 y x) (-.f64 4 (*.f64 6 z)) x)
0.2b
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x)))
0.4b
(+.f64 x (*.f64 (*.f64 (-.f64 y x) 6) (-.f64 (/.f64 2 3) z)))
Compiler

Compiled 1312 to 808 computations (38.4% saved)

localize9.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.1b
(fma.f64 z -6 4)
0.1b
(fma.f64 6 z -3)
0.1b
(fma.f64 x (fma.f64 6 z -3) (*.f64 y (fma.f64 z -6 4)))
0.1b
(*.f64 y (fma.f64 z -6 4))

series19.0ms (0.5%)

Counts
3 → 72
Calls

3 calls:

11.0ms
(fma.f64 x (fma.f64 6 z -3) (*.f64 y (fma.f64 z -6 4)))
5.0ms
(*.f64 y (fma.f64 z -6 4))
2.0ms
(fma.f64 6 z -3)

rewrite52.0ms (1.3%)

Algorithm
batch-egg-rewrite
Rules
467×log-prod_binary64
207×expm1-udef_binary64
207×log1p-udef_binary64
206×pow1/3_binary64
200×pow3_binary64
Counts
3 → 82
Calls

3 calls:

50.0ms
(fma.f64 6 z -3)
50.0ms
(fma.f64 x (fma.f64 6 z -3) (*.f64 y (fma.f64 z -6 4)))
50.0ms
(*.f64 y (fma.f64 z -6 4))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01229
124429
2257229
3482929
000
100

simplify122.0ms (3.1%)

Algorithm
egg-herbie
Rules
1255×fma-neg_binary64
441×fma-def_binary64
152×sub-neg_binary64
121×cancel-sign-sub-inv_binary64
119×associate-*l*_binary64
Counts
154 → 104
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
0411014
1122931
2271829
3575748
41314748
51413748
61441748
71450748
81459748
91461748
102494748
112494748
122381748

prune110.0ms (2.8%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1341135
Fresh156
Picked011
Done000
Total1357142
Error
0.0b
Counts
142 → 7
Alt Table
StatusErrorProgram
34.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)) 2)
0.2b
(fma.f64 x (fma.f64 6 z -3) (*.f64 y (fma.f64 z -6 4)))
27.2b
(fma.f64 x (fma.f64 6 z -3) (sqrt.f64 (pow.f64 (*.f64 y (fma.f64 z -6 4)) 2)))
0.2b
(fma.f64 (-.f64 y x) (-.f64 4 (*.f64 6 z)) x)
0.2b
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x)))
44.8b
(/.f64 (+.f64 (pow.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) 3) (pow.f64 x 3)) (fma.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) (*.f64 (-.f64 y x) (fma.f64 z -6 4)) (-.f64 (*.f64 x x) (*.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) x))))
0.4b
(+.f64 x (*.f64 (*.f64 (-.f64 y x) 6) (-.f64 (/.f64 2 3) z)))
Compiler

Compiled 2459 to 1768 computations (28.1% saved)

localize6.0ms (0.2%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(-.f64 4 (*.f64 6 z))
0.1b
(fma.f64 (-.f64 y x) (-.f64 4 (*.f64 6 z)) x)

series14.0ms (0.4%)

Counts
2 → 39
Calls

2 calls:

10.0ms
(fma.f64 (-.f64 y x) (-.f64 4 (*.f64 6 z)) x)
4.0ms
(-.f64 4 (*.f64 6 z))

rewrite109.0ms (2.8%)

Algorithm
batch-egg-rewrite
Rules
544×prod-diff_binary64
396×fma-udef_binary64
288×fma-def_binary64
206×expm1-udef_binary64
206×log1p-udef_binary64
Counts
2 → 71
Calls

2 calls:

107.0ms
(-.f64 4 (*.f64 6 z))
107.0ms
(fma.f64 (-.f64 y x) (-.f64 4 (*.f64 6 z)) x)
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01021
122821
2283317
3480017
4475417
5486517
000
100

simplify126.0ms (3.2%)

Algorithm
egg-herbie
Rules
1259×fma-neg_binary64
445×fma-def_binary64
152×sub-neg_binary64
121×cancel-sign-sub-inv_binary64
117×associate-*l*_binary64
Counts
110 → 89
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
040756
1121658
2273598
3569517
41314517
51413517
61441517
71450517
81459517
91461517
102494517
112494517
122381517

prune57.0ms (1.4%)

Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New89089
Fresh055
Picked011
Done011
Total89796
Error
0.0b
Counts
96 → 7
Alt Table
StatusErrorProgram
34.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)) 2)
0.2b
(fma.f64 x (fma.f64 6 z -3) (*.f64 y (fma.f64 z -6 4)))
27.2b
(fma.f64 x (fma.f64 6 z -3) (sqrt.f64 (pow.f64 (*.f64 y (fma.f64 z -6 4)) 2)))
0.2b
(fma.f64 (-.f64 y x) (-.f64 4 (*.f64 6 z)) x)
0.2b
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x)))
44.8b
(/.f64 (+.f64 (pow.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) 3) (pow.f64 x 3)) (fma.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) (*.f64 (-.f64 y x) (fma.f64 z -6 4)) (-.f64 (*.f64 x x) (*.f64 (*.f64 (-.f64 y x) (fma.f64 z -6 4)) x))))
0.4b
(+.f64 x (*.f64 (*.f64 (-.f64 y x) 6) (-.f64 (/.f64 2 3) z)))
Compiler

Compiled 1487 to 908 computations (38.9% saved)

localize11.0ms (0.3%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x))
0.0b
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x)))
0.3b
(*.f64 6 (*.f64 z x))
0.3b
(*.f64 6 (*.f64 y z))

series79.0ms (2%)

Counts
4 → 18
Calls

4 calls:

42.0ms
(*.f64 6 (*.f64 y z))
26.0ms
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x)))
7.0ms
(+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x))
4.0ms
(*.f64 6 (*.f64 z x))

rewrite112.0ms (2.8%)

Algorithm
batch-egg-rewrite
Rules
323×log1p-udef_binary64
177×add-sqr-sqrt_binary64
174×log1p-expm1-u_binary64
174×expm1-log1p-u_binary64
168×add-log-exp_binary64
Counts
4 → 126
Calls

4 calls:

109.0ms
(+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x))
109.0ms
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (+.f64 (*.f64 6 (*.f64 y z)) (*.f64 3 x)))
109.0ms
(*.f64 6 (*.f64 z x))
109.0ms
(*.f64 6 (*.f64 y z))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01649
136249
2486549
3529549
000
100

simplify63.0ms (1.6%)

Algorithm
egg-herbie
Rules
856×fma-def_binary64
566×fma-neg_binary64
197×cancel-sign-sub-inv_binary64
144×associate-*l*_binary64
98×distribute-rgt-in_binary64
Counts
144 → 142
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
035150
1107133
2227127
3434127
4805127
51064127
61315127
71383127
81414127
91424127
101424127
111311127

prune142.0ms (3.6%)

Pruning

6 alts after pruning (4 fresh and 2 done)

PrunedKeptTotal
New1393142
Fresh314
Picked101
Done022
Total1436149
Error
0b
Counts
149 → 6
Alt Table
StatusErrorProgram
34.2b
(pow.f64 (sqrt.f64 (fma.f64 (-.f64 y x) (fma.f64 z -6 4) x)) 2)
0.2b
(fma.f64 x (fma.f64 6 z -3) (*.f64 y (fma.f64 z -6 4)))
0.2b
(fma.f64 (-.f64 y x) (-.f64 4 (*.f64 6 z)) x)
0.2b
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (fma.f64 x 3 (*.f64 6 (*.f64 y z))))
0.2b
(-.f64 (fma.f64 6 (*.f64 z x) (*.f64 y 4)) (fma.f64 6 (*.f64 y z) (*.f64 x 3)))
23.8b
(-.f64 (+.f64 (*.f64 4 y) (*.f64 6 (*.f64 z x))) (/.f64 (-.f64 (*.f64 36 (pow.f64 (*.f64 y z) 2)) (*.f64 (*.f64 x x) 9)) (-.f64 (*.f64 6 (*.f64 y z)) (*.f64 x 3))))
Compiler

Compiled 4142 to 2523 computations (39.1% saved)

regimes499.0ms (12.7%)

Accuracy

Total 0.1b remaining (88.7%)

Threshold costs 0.1b (88.7%)

Counts
97 → 1
Compiler

Compiled 8950 to 6482 computations (27.6% saved)

simplify3.0ms (0.1%)

Algorithm
egg-herbie
Rules
*-commutative_binary64
+-commutative_binary64
sub-neg_binary64
distribute-lft-neg-in_binary64
distribute-rgt-neg-in_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01321
12221
23021
34021
44721
55221
65421
75321

end102.0ms (2.6%)

Compiler

Compiled 156 to 111 computations (28.8% saved)

Profiling

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