Details

Time bar (total: 15.4s)

analyze1.9s (12.3%)

Algorithm
search
Search
TrueOtherFalseIter
0%99.7%0.3%0
0%99.7%0.3%1
0%99.7%0.3%2
0%99.7%0.3%3
0%99.7%0.3%4
0%99.7%0.3%5
0%99.7%0.3%6
0%99.7%0.3%7
0%99.7%0.3%8
0%99.7%0.3%9
0%99.7%0.3%10
0%99.7%0.3%11
1.1%98.6%0.3%12
1.9%97.8%0.3%13
7%92.7%0.3%14
Compiler

Compiled 28 to 17 computations (39.3% saved)

sample97.0ms (0.6%)

Algorithm
intervals
Results
17.0ms256×body128valid
Compiler

Compiled 61 to 39 computations (36.1% saved)

simplify93.0ms (0.6%)

Algorithm
egg-herbie
Rules
765×sub-neg_binary64
731×fma-neg_binary64
652×neg-mul-1_binary64
505×fma-def_binary64
495×cancel-sign-sub-inv_binary64
Counts
1 → 2
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01729
13729
28529
319427
448627
5100327
6192027
7340627
8407827
9443127
10491927
11508527

prune4.0ms (0%)

Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New112
Fresh101
Picked000
Done000
Total213
Error
25.2b
Counts
3 → 1
Alt Table
StatusErrorProgram
25.2b
(/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))
Compiler

Compiled 96 to 51 computations (46.9% saved)

localize16.0ms (0.1%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.3b
(fma.f64 (+.f64 x y) z (*.f64 t a))
1.0b
(fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))
23.6b
(/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))

series187.0ms (1.2%)

Counts
3 → 204
Calls

3 calls:

147.0ms
(/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))
26.0ms
(fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))
14.0ms
(fma.f64 (+.f64 x y) z (*.f64 t a))

rewrite12.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
33×*-un-lft-identity_binary64
15×times-frac_binary64
13×add-sqr-sqrt_binary64
13×add-cube-cbrt_binary64
12×distribute-lft-out_binary64
Counts
3 → 59
Calls

3 calls:

5.0ms
(/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))
0.0ms
(fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))
0.0ms
(fma.f64 (+.f64 x y) z (*.f64 t a))

simplify151.0ms (1%)

Algorithm
egg-herbie
Rules
591×associate-/l*_binary64
378×associate-/r*_binary64
286×+-commutative_binary64
241×associate-+r+_binary64
237×associate--l+_binary64
Counts
263 → 200
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
067311356
1196111106
2507811106

prune197.0ms (1.3%)

Pruning

11 alts after pruning (11 fresh and 0 done)

PrunedKeptTotal
New18911200
Fresh000
Picked101
Done000
Total19011201
Error
2.3b
Counts
201 → 11
Alt Table
StatusErrorProgram
25.3b
(*.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (/.f64 1 (+.f64 x (+.f64 y t))))
43.4b
(cbrt.f64 (*.f64 (*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))))
25.3b
(/.f64 1 (/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
42.3b
a
28.1b
(-.f64 (+.f64 a z) b)
42.3b
z
48.4b
(*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 (pow.f64 x 3) (pow.f64 (+.f64 y t) 3))) (+.f64 (*.f64 x x) (-.f64 (*.f64 (+.f64 y t) (+.f64 y t)) (*.f64 x (+.f64 y t)))))
41.0b
(*.f64 (/.f64 z (+.f64 (+.f64 t x) y)) (+.f64 x y))
50.2b
(/.f64 (cbrt.f64 (pow.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t))) 3)) (+.f64 x (+.f64 y t)))
45.3b
(/.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (sqrt.f64 (+.f64 x (+.f64 y t)))) (sqrt.f64 (+.f64 x (+.f64 y t))))
26.0b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t))))) (/.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (+.f64 (+.f64 t x) y)))
Compiler

Compiled 10707 to 3161 computations (70.5% saved)

localize14.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.2b
(/.f64 1 (/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
0.3b
(fma.f64 (+.f64 x y) z (*.f64 t a))
1.0b
(fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))
23.7b
(/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))

series1.7s (10.7%)

Counts
2 → 144
Calls

2 calls:

1.5s
(/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))
132.0ms
(/.f64 1 (/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))

rewrite36.0ms (0.2%)

Algorithm
rewrite-expression-head
Rules
148×*-un-lft-identity_binary64
132×times-frac_binary64
68×add-sqr-sqrt_binary64
68×add-cube-cbrt_binary64
48×distribute-lft-out_binary64
Counts
2 → 141
Calls

2 calls:

7.0ms
(/.f64 1 (/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
5.0ms
(/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))

simplify375.0ms (2.4%)

Algorithm
egg-herbie
Rules
600×associate-/l*_binary64
436×times-frac_binary64
336×fma-def_binary64
77×sub-neg_binary64
46×sqr-pow_binary64
Counts
285 → 297
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0278446779
1561746779

prune623.0ms (4%)

Pruning

12 alts after pruning (11 fresh and 1 done)

PrunedKeptTotal
New3702372
Fresh1910
Picked011
Done000
Total37112383
Error
2.3b
Counts
383 → 12
Alt Table
StatusErrorProgram
48.4b
(*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 (pow.f64 x 3) (pow.f64 (+.f64 y t) 3))) (+.f64 (*.f64 x x) (-.f64 (*.f64 (+.f64 y t) (+.f64 y t)) (*.f64 x (+.f64 y t)))))
25.4b
(/.f64 1 (*.f64 (+.f64 x (+.f64 y t)) (/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))))
25.3b
(*.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (/.f64 1 (+.f64 x (+.f64 y t))))
43.4b
(cbrt.f64 (*.f64 (*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))))
25.3b
(/.f64 1 (/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
42.3b
a
41.0b
(*.f64 (/.f64 z (+.f64 (+.f64 t x) y)) (+.f64 x y))
28.2b
(/.f64 1 (/.f64 1 (-.f64 (+.f64 a z) b)))
28.1b
(-.f64 (+.f64 a z) b)
42.3b
z
45.3b
(/.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (sqrt.f64 (+.f64 x (+.f64 y t)))) (sqrt.f64 (+.f64 x (+.f64 y t))))
26.0b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t))))) (/.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (+.f64 (+.f64 t x) y)))
Compiler

Compiled 54814 to 20837 computations (62% saved)

localize12.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(/.f64 1 (+.f64 x (+.f64 y t)))
0.3b
(fma.f64 (+.f64 x y) z (*.f64 t a))
1.0b
(fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))
23.8b
(*.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (/.f64 1 (+.f64 x (+.f64 y t))))

series154.0ms (1%)

Counts
2 → 108
Calls

2 calls:

127.0ms
(*.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (/.f64 1 (+.f64 x (+.f64 y t))))
27.0ms
(/.f64 1 (+.f64 x (+.f64 y t)))

rewrite20.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
58×*-un-lft-identity_binary64
32×times-frac_binary64
29×add-sqr-sqrt_binary64
22×add-cube-cbrt_binary64
21×distribute-lft-out_binary64
Counts
2 → 89
Calls

2 calls:

8.0ms
(*.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (/.f64 1 (+.f64 x (+.f64 y t))))
5.0ms
(/.f64 1 (+.f64 x (+.f64 y t)))

simplify148.0ms (1%)

Algorithm
egg-herbie
Rules
671×associate-/l*_binary64
456×associate-/r*_binary64
306×+-commutative_binary64
245×associate-+r+_binary64
176×fma-def_binary64
Counts
197 → 229
Iterations

Useful iterations: 1 (0.0ms)

IterNodesCost
074511101
1228910838
2501610838

prune222.0ms (1.4%)

Pruning

12 alts after pruning (10 fresh and 2 done)

PrunedKeptTotal
New3040304
Fresh01010
Picked011
Done011
Total30412316
Error
2.3b
Counts
316 → 12
Alt Table
StatusErrorProgram
48.4b
(*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 (pow.f64 x 3) (pow.f64 (+.f64 y t) 3))) (+.f64 (*.f64 x x) (-.f64 (*.f64 (+.f64 y t) (+.f64 y t)) (*.f64 x (+.f64 y t)))))
25.4b
(/.f64 1 (*.f64 (+.f64 x (+.f64 y t)) (/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))))
25.3b
(*.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (/.f64 1 (+.f64 x (+.f64 y t))))
43.4b
(cbrt.f64 (*.f64 (*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))))
25.3b
(/.f64 1 (/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
42.3b
a
41.0b
(*.f64 (/.f64 z (+.f64 (+.f64 t x) y)) (+.f64 x y))
28.2b
(/.f64 1 (/.f64 1 (-.f64 (+.f64 a z) b)))
28.1b
(-.f64 (+.f64 a z) b)
42.3b
z
45.3b
(/.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (sqrt.f64 (+.f64 x (+.f64 y t)))) (sqrt.f64 (+.f64 x (+.f64 y t))))
26.0b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t))))) (/.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (+.f64 (+.f64 t x) y)))
Compiler

Compiled 14398 to 4568 computations (68.3% saved)

localize13.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.3b
(fma.f64 (+.f64 x y) z (*.f64 t a))
1.0b
(fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))
1.4b
(/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))
22.0b
(*.f64 (+.f64 x (+.f64 y t)) (/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))

series2.0s (13.2%)

Counts
2 → 144
Calls

2 calls:

1.5s
(*.f64 (+.f64 x (+.f64 y t)) (/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
562.0ms
(/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))

rewrite16.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
25×add-sqr-sqrt_binary64
24×*-un-lft-identity_binary64
20×times-frac_binary64
18×add-cube-cbrt_binary64
15×add-exp-log_binary64
Counts
2 → 77
Calls

2 calls:

8.0ms
(*.f64 (+.f64 x (+.f64 y t)) (/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
2.0ms
(/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))

simplify567.0ms (3.7%)

Algorithm
egg-herbie
Rules
655×times-frac_binary64
485×fma-def_binary64
21×unpow2_binary64
11×cube-mult_binary64
11×unpow3_binary64
Counts
221 → 309
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0320351683
1499951683
2499451683

prune818.0ms (5.3%)

Pruning

12 alts after pruning (9 fresh and 3 done)

PrunedKeptTotal
New3840384
Fresh099
Picked011
Done022
Total38412396
Error
2.3b
Counts
396 → 12
Alt Table
StatusErrorProgram
48.4b
(*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 (pow.f64 x 3) (pow.f64 (+.f64 y t) 3))) (+.f64 (*.f64 x x) (-.f64 (*.f64 (+.f64 y t) (+.f64 y t)) (*.f64 x (+.f64 y t)))))
25.4b
(/.f64 1 (*.f64 (+.f64 x (+.f64 y t)) (/.f64 1 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))))))
25.3b
(*.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (/.f64 1 (+.f64 x (+.f64 y t))))
43.4b
(cbrt.f64 (*.f64 (*.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))) (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (+.f64 x (+.f64 y t)))))
25.3b
(/.f64 1 (/.f64 (+.f64 x (+.f64 y t)) (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a)))))
42.3b
a
41.0b
(*.f64 (/.f64 z (+.f64 (+.f64 t x) y)) (+.f64 x y))
28.2b
(/.f64 1 (/.f64 1 (-.f64 (+.f64 a z) b)))
28.1b
(-.f64 (+.f64 a z) b)
42.3b
z
45.3b
(/.f64 (/.f64 (fma.f64 y (-.f64 a b) (fma.f64 (+.f64 x y) z (*.f64 t a))) (sqrt.f64 (+.f64 x (+.f64 y t)))) (sqrt.f64 (+.f64 x (+.f64 y t))))
26.0b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t))))) (/.f64 (cbrt.f64 (fma.f64 y (-.f64 a b) (fma.f64 z (+.f64 x y) (*.f64 a t)))) (+.f64 (+.f64 t x) y)))
Compiler

Compiled 67895 to 27999 computations (58.8% saved)

regimes5.0s (32.6%)

Accuracy

Total 4.4b remaining (59.1%)

Threshold costs 0b (0%)

Counts
228 → 3
Compiler

Compiled 44350 to 25395 computations (42.7% saved)

bsearch9.0ms (0.1%)

Compiler

Compiled 27 to 16 computations (40.7% saved)

simplify5.0ms (0%)

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

Useful iterations: 0 (0.0ms)

IterNodesCost
026112
145112
257112
363112
466112
566112

end1.0ms (0%)

Compiler

Compiled 81 to 25 computations (69.1% saved)

sample1.0s (6.6%)

Algorithm
intervals
Results
538.0ms7999×body128valid
0.0msbody256valid
Compiler

Compiled 457 to 215 computations (53% saved)

Profiling

Loading profile data...