Details

Time bar (total: 5.9s)

analyze568.0ms (9.6%)

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
25%74.9%0.2%7
25%74.9%0.2%8
34.3%65.5%0.2%9
39%60.8%0.2%10
48.3%51.5%0.2%11
53.7%46.1%0.2%12
63.1%36.7%0.2%13
64%35.6%0.4%14
Compiler

Compiled 12 to 8 computations (33.3% saved)

sample1.1s (18.2%)

Symmetry

(sort z t)

Results
894.0ms8256×body128valid
35.0ms356×body128invalid
Compiler

Compiled 35 to 23 computations (34.3% saved)

simplify13.0ms (0.2%)

Algorithm
egg-herbie
Rules
100×fma-def_binary64
56×fma-neg_binary64
28×cancel-sign-sub-inv_binary64
18×sub-neg_binary64
13×distribute-rgt-neg-in_binary64
Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0810
11410
22410
34110
45510
58510
611910
714810
818410
920210
1021910
1122510
1220210

prune2.0ms (0%)

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022
Error
2.4b
Counts
2 → 1
Alt Table
StatusErrorProgram
2.4b
(/.f64 x (-.f64 y (*.f64 z t)))
Compiler

Compiled 33 to 21 computations (36.4% saved)

localize7.0ms (0.1%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(-.f64 y (*.f64 z t))
2.4b
(/.f64 x (-.f64 y (*.f64 z t)))

series35.0ms (0.6%)

Counts
2 → 84
Calls

2 calls:

30.0ms
(/.f64 x (-.f64 y (*.f64 z t)))
5.0ms
(-.f64 y (*.f64 z t))

rewrite74.0ms (1.2%)

Algorithm
batch-egg-rewrite
Rules
642×prod-diff_binary64
490×log-prod_binary64
207×fma-def_binary64
178×egg-rr
170×expm1-udef_binary64
Counts
2 → 178
Calls

2 calls:

68.0ms
(-.f64 y (*.f64 z t))
68.0ms
(/.f64 x (-.f64 y (*.f64 z t)))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0817
117717
2239317
3546517
000
100

simplify71.0ms (1.2%)

Algorithm
egg-herbie
Rules
866×fma-neg_binary64
715×times-frac_binary64
452×associate-/l*_binary64
299×associate-/r*_binary64
236×associate-*l*_binary64
Counts
262 → 198
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0571604
11761544
26761492
341871492
450191492

prune143.0ms (2.4%)

Pruning

9 alts after pruning (9 fresh and 0 done)

PrunedKeptTotal
New1899198
Fresh000
Picked101
Done000
Total1909199
Error
2.4b
Counts
199 → 9
Alt Table
StatusErrorProgram
2.4b
(/.f64 x (fma.f64 z (neg.f64 t) y))
26.7b
(cbrt.f64 (pow.f64 (/.f64 x (-.f64 y (*.f64 z t))) 3))
3.2b
(*.f64 (/.f64 1 (pow.f64 (cbrt.f64 (-.f64 y (*.f64 z t))) 2)) (/.f64 x (cbrt.f64 (-.f64 y (*.f64 z t)))))
32.6b
(*.f64 (sqrt.f64 x) (*.f64 (sqrt.f64 x) (/.f64 1 (-.f64 y (*.f64 z t)))))
2.6b
(*.f64 x (/.f64 1 (-.f64 y (*.f64 z t))))
2.8b
(/.f64 x (fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y))
3.4b
(pow.f64 (/.f64 (-.f64 y (*.f64 z t)) x) -1)
46.9b
(*.f64 (/.f64 x (-.f64 (pow.f64 y 3) (pow.f64 (*.f64 z t) 3))) (fma.f64 y y (*.f64 (*.f64 z t) (fma.f64 z t y))))
32.8b
(*.f64 (/.f64 (sqrt.f64 x) (pow.f64 (cbrt.f64 (-.f64 y (*.f64 z t))) 2)) (/.f64 (sqrt.f64 x) (cbrt.f64 (-.f64 y (*.f64 z t)))))
Compiler

Compiled 4248 to 1163 computations (72.6% saved)

localize5.0ms (0.1%)

Local error

Found 1 expressions with local error:

NewErrorProgram
2.4b
(/.f64 x (fma.f64 z (neg.f64 t) y))

series32.0ms (0.5%)

Counts
1 → 48
Calls

1 calls:

31.0ms
(/.f64 x (fma.f64 z (neg.f64 t) y))

rewrite47.0ms (0.8%)

Algorithm
batch-egg-rewrite
Rules
721×log1p-expm1-u_binary64
721×expm1-log1p-u_binary64
141×expm1-udef_binary64
141×log1p-udef_binary64
87×add-sqr-sqrt_binary64
Counts
1 → 34
Calls

1 calls:

46.0ms
(/.f64 x (fma.f64 z (neg.f64 t) y))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0810
11668
218718
349658
000
100

simplify59.0ms (1%)

Algorithm
egg-herbie
Rules
866×fma-neg_binary64
715×times-frac_binary64
452×associate-/l*_binary64
299×associate-/r*_binary64
231×associate-*l*_binary64
Counts
82 → 50
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0561381
11721321
26701269
341811269
450131269

prune41.0ms (0.7%)

Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New50050
Fresh088
Picked011
Done000
Total50959
Error
2.4b
Counts
59 → 9
Alt Table
StatusErrorProgram
2.4b
(/.f64 x (fma.f64 z (neg.f64 t) y))
26.7b
(cbrt.f64 (pow.f64 (/.f64 x (-.f64 y (*.f64 z t))) 3))
3.2b
(*.f64 (/.f64 1 (pow.f64 (cbrt.f64 (-.f64 y (*.f64 z t))) 2)) (/.f64 x (cbrt.f64 (-.f64 y (*.f64 z t)))))
32.6b
(*.f64 (sqrt.f64 x) (*.f64 (sqrt.f64 x) (/.f64 1 (-.f64 y (*.f64 z t)))))
2.6b
(*.f64 x (/.f64 1 (-.f64 y (*.f64 z t))))
2.8b
(/.f64 x (fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y))
3.4b
(pow.f64 (/.f64 (-.f64 y (*.f64 z t)) x) -1)
46.9b
(*.f64 (/.f64 x (-.f64 (pow.f64 y 3) (pow.f64 (*.f64 z t) 3))) (fma.f64 y y (*.f64 (*.f64 z t) (fma.f64 z t y))))
32.8b
(*.f64 (/.f64 (sqrt.f64 x) (pow.f64 (cbrt.f64 (-.f64 y (*.f64 z t))) 2)) (/.f64 (sqrt.f64 x) (cbrt.f64 (-.f64 y (*.f64 z t)))))
Compiler

Compiled 1062 to 473 computations (55.5% saved)

localize9.0ms (0.2%)

Local error

Found 3 expressions with local error:

NewErrorProgram
0.0b
(-.f64 y (*.f64 z t))
0.3b
(/.f64 1 (-.f64 y (*.f64 z t)))
2.5b
(*.f64 x (/.f64 1 (-.f64 y (*.f64 z t))))

series46.0ms (0.8%)

Counts
2 → 84
Calls

2 calls:

31.0ms
(*.f64 x (/.f64 1 (-.f64 y (*.f64 z t))))
15.0ms
(/.f64 1 (-.f64 y (*.f64 z t)))

rewrite145.0ms (2.4%)

Algorithm
batch-egg-rewrite
Rules
662×prod-diff_binary64
520×fma-udef_binary64
344×fma-def_binary64
189×fma-neg_binary64
188×expm1-udef_binary64
Counts
2 → 52
Calls

2 calls:

144.0ms
(/.f64 1 (-.f64 y (*.f64 z t)))
144.0ms
(*.f64 x (/.f64 1 (-.f64 y (*.f64 z t))))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01020
121320
2261120
3478620
4477920
5499120
6494520
000
100

simplify92.0ms (1.5%)

Algorithm
egg-herbie
Rules
922×times-frac_binary64
598×associate-/l*_binary64
403×associate-/r*_binary64
327×fma-def_binary64
145×associate-*l/_binary64
Counts
136 → 82
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
0802470
12422380
29332258
349632258
450202258

prune153.0ms (2.6%)

Pruning

8 alts after pruning (6 fresh and 2 done)

PrunedKeptTotal
New2241225
Fresh257
Picked011
Done011
Total2268234
Error
2.4b
Counts
234 → 8
Alt Table
StatusErrorProgram
2.4b
(/.f64 x (fma.f64 z (neg.f64 t) y))
26.7b
(cbrt.f64 (pow.f64 (/.f64 x (-.f64 y (*.f64 z t))) 3))
3.2b
(*.f64 (/.f64 1 (pow.f64 (cbrt.f64 (-.f64 y (*.f64 z t))) 2)) (/.f64 x (cbrt.f64 (-.f64 y (*.f64 z t)))))
2.6b
(*.f64 x (/.f64 1 (-.f64 y (*.f64 z t))))
32.6b
(/.f64 (sqrt.f64 x) (/.f64 (-.f64 y (*.f64 z t)) (sqrt.f64 x)))
2.8b
(/.f64 x (fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y))
3.4b
(pow.f64 (/.f64 (-.f64 y (*.f64 z t)) x) -1)
46.9b
(*.f64 (/.f64 x (-.f64 (pow.f64 y 3) (pow.f64 (*.f64 z t) 3))) (fma.f64 y y (*.f64 (*.f64 z t) (fma.f64 z t y))))
Compiler

Compiled 4892 to 1685 computations (65.6% saved)

localize10.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.1b
(fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y)
0.4b
(pow.f64 (cbrt.f64 (*.f64 z t)) 2)
2.4b
(/.f64 x (fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y))
13.8b
(cbrt.f64 (*.f64 z t))

series2.6s (42.9%)

Counts
4 → 132
Calls

4 calls:

1.2s
(/.f64 x (fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y))
744.0ms
(fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y)
322.0ms
(cbrt.f64 (*.f64 z t))
313.0ms
(pow.f64 (cbrt.f64 (*.f64 z t)) 2)

rewrite89.0ms (1.5%)

Algorithm
batch-egg-rewrite
Rules
530×log-prod_binary64
314×prod-diff_binary64
195×expm1-udef_binary64
195×log1p-udef_binary64
179×pow3_binary64
Counts
4 → 145
Calls

4 calls:

86.0ms
(fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y)
86.0ms
(pow.f64 (cbrt.f64 (*.f64 z t)) 2)
86.0ms
(/.f64 x (fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y))
86.0ms
(cbrt.f64 (*.f64 z t))
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01258
124732
2259228
3500028
4510728
000
100

simplify63.0ms (1.1%)

Algorithm
egg-herbie
Rules
715×times-frac_binary64
452×associate-/l*_binary64
301×associate-/r*_binary64
292×associate-*l*_binary64
275×associate-*r*_binary64
Counts
277 → 199
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01102472
13132460
28962290
350312290

prune173.0ms (2.9%)

Pruning

8 alts after pruning (5 fresh and 3 done)

PrunedKeptTotal
New2520252
Fresh055
Picked011
Done022
Total2528260
Error
2.4b
Counts
260 → 8
Alt Table
StatusErrorProgram
2.4b
(/.f64 x (fma.f64 z (neg.f64 t) y))
26.7b
(cbrt.f64 (pow.f64 (/.f64 x (-.f64 y (*.f64 z t))) 3))
3.2b
(*.f64 (/.f64 1 (pow.f64 (cbrt.f64 (-.f64 y (*.f64 z t))) 2)) (/.f64 x (cbrt.f64 (-.f64 y (*.f64 z t)))))
2.6b
(*.f64 x (/.f64 1 (-.f64 y (*.f64 z t))))
32.6b
(/.f64 (sqrt.f64 x) (/.f64 (-.f64 y (*.f64 z t)) (sqrt.f64 x)))
2.8b
(/.f64 x (fma.f64 (pow.f64 (cbrt.f64 (*.f64 z t)) 2) (neg.f64 (cbrt.f64 (*.f64 z t))) y))
3.4b
(pow.f64 (/.f64 (-.f64 y (*.f64 z t)) x) -1)
46.9b
(*.f64 (/.f64 x (-.f64 (pow.f64 y 3) (pow.f64 (*.f64 z t) 3))) (fma.f64 y y (*.f64 (*.f64 z t) (fma.f64 z t y))))
Compiler

Compiled 4514 to 1841 computations (59.2% saved)

regimes331.0ms (5.6%)

Accuracy

Total 0.1b remaining (2.3%)

Threshold costs 0.1b (2.3%)

Counts
44 → 1
Compiler

Compiled 6005 to 3689 computations (38.6% saved)

simplify2.0ms (0%)

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

Useful iterations: 0 (0.0ms)

IterNodesCost
0810
11210
21410
31510
41510

end98.0ms (1.6%)

Remove

(sort z t)

Compiler

Compiled 179 to 111 computations (38% saved)

Profiling

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