Details

Time bar (total: 10.9s)

analyze1.9s (17.1%)

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%99.8%0.2%8
6.2%93.6%0.2%9
6.2%82.7%11.1%10
12.5%73.7%13.8%11
15.6%59.5%25%12
17.9%53.3%28.8%13
22.4%47.2%30.4%14
Compiler

Compiled 18 to 12 computations (33.3% saved)

sample65.0ms (0.6%)

Algorithm
intervals
Results
29.0ms256×body128valid
8.0ms94×body128invalid
Compiler

Compiled 39 to 27 computations (30.8% saved)

simplify69.0ms (0.6%)

Algorithm
egg-herbie
Rules
853×fma-neg_binary64
525×fma-def_binary64
182×cancel-sign-sub-inv_binary64
160×associate-*l*_binary64
154×distribute-rgt-in_binary64
Counts
1 → 2
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
01219
12517
27217
322717
451217
5104417
6143617
7149217
8157317
9161517
10163117
11163117
12155017

prune6.0ms (0.1%)

Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New112
Fresh101
Picked000
Done000
Total213
Error
7.1b
Counts
3 → 1
Alt Table
StatusErrorProgram
7.1b
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))
Compiler

Compiled 61 to 35 computations (42.6% saved)

localize17.0ms (0.2%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(-.f64 t (*.f64 z z))
6.6b
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))

series74.0ms (0.7%)

Counts
2 → 72
Calls

2 calls:

62.0ms
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))
12.0ms
(-.f64 t (*.f64 z z))

rewrite8.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt_binary64
*-un-lft-identity_binary64
add-cube-cbrt_binary64
add-log-exp_binary64
fma-neg_binary64
Counts
2 → 31
Calls

2 calls:

5.0ms
(-.f64 t (*.f64 z z))
1.0ms
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))

simplify129.0ms (1.2%)

Algorithm
egg-herbie
Rules
703×distribute-rgt-in_binary64
653×distribute-lft-in_binary64
495×fma-neg_binary64
369×exp-prod_binary64
193×fma-def_binary64
Counts
103 → 64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0801591
11871301
24311282
315351282
445881282
550851282

prune106.0ms (1%)

Pruning

8 alts after pruning (7 fresh and 1 done)

PrunedKeptTotal
New57764
Fresh000
Picked011
Done000
Total57865
Error
6.1b
Counts
65 → 8
Alt Table
StatusErrorProgram
26.5b
(*.f64 (sqrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))) (sqrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))))
7.1b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 y (pow.f64 z 2))))
8.2b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))) (cbrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x)))) (cbrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))))
42.9b
(pow.f64 x 2)
7.1b
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))
28.3b
(fma.f64 y (*.f64 4 (/.f64 (-.f64 (*.f64 t t) (pow.f64 z 4)) (fma.f64 z z t))) (*.f64 x x))
20.6b
(fma.f64 x x (*.f64 4 (*.f64 y t)))
40.0b
(*.f64 4 (*.f64 y t))
Compiler

Compiled 1347 to 559 computations (58.5% saved)

localize23.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 y (pow.f64 z 2))))
0.0b
(*.f64 4 (*.f64 y t))
0.0b
(+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2))
9.5b
(*.f64 y (pow.f64 z 2))

series117.0ms (1.1%)

Counts
4 → 21
Calls

4 calls:

67.0ms
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 y (pow.f64 z 2))))
21.0ms
(+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2))
15.0ms
(*.f64 y (pow.f64 z 2))
9.0ms
(*.f64 4 (*.f64 y t))

rewrite48.0ms (0.4%)

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt_binary64
14×add-exp-log_binary64
11×add-cbrt-cube_binary64
11×add-log-exp_binary64
10×*-un-lft-identity_binary64
Counts
4 → 85
Calls

4 calls:

15.0ms
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 y (pow.f64 z 2))))
10.0ms
(+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2))
8.0ms
(*.f64 y (pow.f64 z 2))
7.0ms
(*.f64 4 (*.f64 y t))

simplify168.0ms (1.5%)

Algorithm
egg-herbie
Rules
634×fma-def_binary64
546×fma-neg_binary64
433×*-commutative_binary64
273×exp-prod_binary64
213×distribute-rgt-in_binary64
Counts
106 → 138
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01561687
13871360
213251270
335851263
447451263
548881263

prune269.0ms (2.5%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1344138
Fresh426
Picked101
Done011
Total1397146
Error
0.0b
Counts
146 → 7
Alt Table
StatusErrorProgram
8.2b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))) (cbrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x)))) (cbrt.f64 (fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))))
7.3b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 (cbrt.f64 y) (cbrt.f64 y)) (*.f64 (cbrt.f64 y) (pow.f64 z 2)))))
20.6b
(fma.f64 x x (*.f64 4 (*.f64 y t)))
0.1b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y z) z)))
1.4b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y (*.f64 z (cbrt.f64 z))) (pow.f64 (cbrt.f64 z) 2))))
7.1b
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))
32.7b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y z) (pow.f64 (sqrt.f64 z) 2))))
Compiler

Compiled 3564 to 2205 computations (38.1% saved)

localize22.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y z) z)))
0.0b
(*.f64 4 (*.f64 y t))
0.0b
(+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2))
0.2b
(*.f64 (*.f64 y z) z)

series85.0ms (0.8%)

Counts
2 → 72
Calls

2 calls:

65.0ms
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y z) z)))
15.0ms
(*.f64 (*.f64 y z) z)

rewrite27.0ms (0.2%)

Algorithm
rewrite-expression-head
Rules
add-cbrt-cube_binary64
add-log-exp_binary64
add-exp-log_binary64
pow1_binary64
*-un-lft-identity_binary64
Counts
2 → 42
Calls

2 calls:

15.0ms
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y z) z)))
7.0ms
(*.f64 (*.f64 y z) z)

simplify143.0ms (1.3%)

Algorithm
egg-herbie
Rules
515×fma-def_binary64
507×distribute-rgt-neg-in_binary64
429×cancel-sign-sub-inv_binary64
353×fma-neg_binary64
318×*-commutative_binary64
Counts
114 → 81
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01032036
12741691
210221538
329971529
449471529
548151529

prune263.0ms (2.4%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1243127
Fresh235
Picked101
Done011
Total1277134
Error
0.0b
Counts
134 → 7
Alt Table
StatusErrorProgram
1.4b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y (*.f64 z (cbrt.f64 z))) (pow.f64 (cbrt.f64 z) 2))))
7.1b
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))
7.3b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 (cbrt.f64 y) (cbrt.f64 y)) (*.f64 (cbrt.f64 y) (pow.f64 z 2)))))
34.5b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y (pow.f64 z 3/2)) (sqrt.f64 z))))
32.7b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 (*.f64 y z) (sqrt.f64 z)) (sqrt.f64 z))))
20.6b
(fma.f64 x x (*.f64 4 (*.f64 y t)))
1.0b
(-.f64 (*.f64 (*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))) (*.f64 4 (*.f64 (*.f64 y z) z)))
Compiler

Compiled 3224 to 1692 computations (47.5% saved)

localize28.0ms (0.3%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.2b
(*.f64 (*.f64 y z) z)
0.3b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))))
0.5b
(*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))))
2.8b
(cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))

series267.0ms (2.5%)

Counts
3 → 108
Calls

3 calls:

133.0ms
(*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))))
110.0ms
(cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))
23.0ms
(*.f64 (*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))))

rewrite40.0ms (0.4%)

Algorithm
rewrite-expression-head
Rules
29×pow1_binary64
24×add-sqr-sqrt_binary64
23×cbrt-prod_binary64
16×pow1/3_binary64
14×*-un-lft-identity_binary64
Counts
3 → 93
Calls

3 calls:

13.0ms
(*.f64 (*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))))
10.0ms
(*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))))
1.0ms
(cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))

simplify288.0ms (2.6%)

Algorithm
egg-herbie
Rules
329×unswap-sqr_binary64
298×associate-*r*_binary64
234×associate-/r*_binary64
223×associate-*l*_binary64
219×times-frac_binary64
Counts
201 → 234
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
03606909
110776543
239256145
350626145

prune905.0ms (8.3%)

Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New4041405
Fresh145
Picked011
Done011
Total4057412
Error
0.0b
Counts
412 → 7
Alt Table
StatusErrorProgram
34.5b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y (pow.f64 z 3/2)) (sqrt.f64 z))))
0.1b
(-.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))) (*.f64 4 (*.f64 (*.f64 y z) z)))
1.4b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 y (*.f64 z (cbrt.f64 z))) (pow.f64 (cbrt.f64 z) 2))))
7.1b
(fma.f64 y (*.f64 4 (-.f64 t (*.f64 z z))) (*.f64 x x))
7.3b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 (cbrt.f64 y) (cbrt.f64 y)) (*.f64 (cbrt.f64 y) (pow.f64 z 2)))))
32.7b
(-.f64 (+.f64 (*.f64 4 (*.f64 y t)) (pow.f64 x 2)) (*.f64 4 (*.f64 (*.f64 (*.f64 y z) (sqrt.f64 z)) (sqrt.f64 z))))
1.0b
(-.f64 (*.f64 (*.f64 (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t)))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))) (cbrt.f64 (fma.f64 x x (*.f64 4 (*.f64 y t))))) (*.f64 4 (*.f64 (*.f64 y z) z)))
Compiler

Compiled 22382 to 12617 computations (43.6% saved)

regimes3.8s (35.3%)

Accuracy

Total 0.1b remaining (72.5%)

Threshold costs 0.1b (72.5%)

Counts
162 → 1
Compiler

Compiled 45283 to 30687 computations (32.2% saved)

simplify7.0ms (0.1%)

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

Useful iterations: 0 (0.0ms)

IterNodesCost
01323
12423
23223
34223
45423
56123
66523
76623
86523

end1.0ms (0%)

Compiler

Compiled 20 to 13 computations (35% saved)

sample2.0s (18.3%)

Algorithm
intervals
Results
749.0ms8000×body128valid
286.0ms3063×body128invalid
Compiler

Compiled 223 to 149 computations (33.2% saved)

Profiling

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