Details

Time bar (total: 18.5s)

analyze782.0ms (4.2%)

Algorithm
search
Search
TrueOtherFalseIter
0%99.8%0.2%0
0%99.8%0.2%1
0%99.8%0.2%2
0%74.9%25.1%3
0%74.9%25.1%4
0%49.9%50.1%5
0%43.7%56.3%6
0%34.3%65.7%7
3.1%31.2%65.7%8
3.5%27.7%68.8%9
5.3%24.4%70.4%10
7.5%19.8%72.7%11
11.1%16.2%72.7%12
11.3%15.3%73.5%13
13.2%13%73.9%14
Compiler

Compiled 16 to 11 computations (31.3% saved)

sample56.0ms (0.3%)

Algorithm
intervals
Results
34.0ms256×body128valid
2.0ms19×body128nan
Compiler

Compiled 35 to 25 computations (28.6% saved)

simplify262.0ms (1.4%)

Algorithm
egg-herbie
Rules
2537×fma-neg_binary64
490×associate--r-_binary64
460×associate--l-_binary64
401×distribute-rgt-in_binary64
373×unsub-neg_binary64
Counts
1 → 2
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01117
12217
25917
314515
431315
559315
671415
795815
8116815
9154915
10271215
11261315
12265415
13266315
14266915
15267115
16275915
17277715
18278515
19280715
20279315
21279315
22510715

prune6.0ms (0%)

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New112
Fresh011
Picked000
Done000
Total123
Error
0.1b
Counts
3 → 1
Alt Table
StatusErrorProgram
0.1b
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
Compiler

Compiled 55 to 33 computations (40% saved)

localize23.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(-.f64 (*.f64 x (log.f64 y)) y)
0.0b
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
0.0b
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
0.3b
(*.f64 x (log.f64 y))

series1.2s (6.7%)

Counts
4 → 132
Calls

4 calls:

642.0ms
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
357.0ms
(*.f64 x (log.f64 y))
155.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
92.0ms
(-.f64 (*.f64 x (log.f64 y)) y)

rewrite82.0ms (0.4%)

Algorithm
rewrite-expression-head
Rules
49×*-un-lft-identity_binary64
44×associate--l+_binary64
43×add-sqr-sqrt_binary64
37×add-cube-cbrt_binary64
27×prod-diff_binary64
Counts
4 → 152
Calls

4 calls:

23.0ms
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
17.0ms
(-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z)
8.0ms
(-.f64 (*.f64 x (log.f64 y)) y)
6.0ms
(*.f64 x (log.f64 y))

simplify241.0ms (1.3%)

Algorithm
egg-herbie
Rules
1023×fma-neg_binary64
638×distribute-rgt-in_binary64
579×distribute-lft-in_binary64
226×sub-neg_binary64
131×fma-def_binary64
Counts
284 → 252
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
02573308
15313200
218223122
347023122
449673122

prune398.0ms (2.1%)

Pruning

8 alts after pruning (7 fresh and 1 done)

PrunedKeptTotal
New2457252
Fresh000
Picked011
Done000
Total2458253
Error
0.0b
Counts
253 → 8
Alt Table
StatusErrorProgram
55.7b
(log.f64 (*.f64 t (/.f64 (pow.f64 y x) (exp.f64 (+.f64 y z)))))
0.4b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 (cbrt.f64 (*.f64 x (log.f64 y))) (cbrt.f64 (*.f64 x (log.f64 y)))) (cbrt.f64 (*.f64 x (log.f64 y)))) y) z) (log.f64 t))
34.2b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (sqrt.f64 (log.f64 y))) (sqrt.f64 (log.f64 y))) y) z) (log.f64 t))
0.4b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (*.f64 (cbrt.f64 (log.f64 y)) (cbrt.f64 (log.f64 y)))) (cbrt.f64 (log.f64 y))) y) z) (log.f64 t))
32.7b
(+.f64 (-.f64 (-.f64 (*.f64 (sqrt.f64 x) (*.f64 (sqrt.f64 x) (log.f64 y))) y) z) (log.f64 t))
0.1b
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
0.1b
(+.f64 (-.f64 (-.f64 (+.f64 (*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y)))) (*.f64 x (log.f64 (cbrt.f64 y)))) y) z) (log.f64 t))
24.9b
(+.f64 (-.f64 (-.f64 (cbrt.f64 (*.f64 (*.f64 (*.f64 x x) x) (*.f64 (*.f64 (log.f64 y) (log.f64 y)) (log.f64 y)))) y) z) (log.f64 t))
Compiler

Compiled 5136 to 1251 computations (75.6% saved)

localize15.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.2b
(*.f64 x (log.f64 (cbrt.f64 y)))
0.2b
(*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))))
0.3b
(+.f64 (*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y)))) (*.f64 x (log.f64 (cbrt.f64 y))))
0.6b
(cbrt.f64 y)

series5.3s (28.8%)

Counts
4 → 84
Calls

4 calls:

1.8s
(+.f64 (*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y)))) (*.f64 x (log.f64 (cbrt.f64 y))))
1.8s
(*.f64 x (log.f64 (cbrt.f64 y)))
1.7s
(*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))))
53.0ms
(cbrt.f64 y)

rewrite54.0ms (0.3%)

Algorithm
rewrite-expression-head
Rules
72×log-prod_binary64
60×distribute-lft-in_binary64
60×distribute-rgt-in_binary64
39×cbrt-prod_binary64
34×add-sqr-sqrt_binary64
Counts
4 → 142
Calls

4 calls:

15.0ms
(+.f64 (*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y)))) (*.f64 x (log.f64 (cbrt.f64 y))))
12.0ms
(*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))))
8.0ms
(*.f64 x (log.f64 (cbrt.f64 y)))
2.0ms
(cbrt.f64 y)

simplify120.0ms (0.6%)

Algorithm
egg-herbie
Rules
653×fma-def_binary64
475×fma-neg_binary64
441×*-commutative_binary64
440×cancel-sign-sub-inv_binary64
306×distribute-rgt-in_binary64
Counts
226 → 230
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
02013066
14072725
213532500
338212492
449712492

prune482.0ms (2.6%)

Pruning

8 alts after pruning (7 fresh and 1 done)

PrunedKeptTotal
New2453248
Fresh246
Picked101
Done011
Total2488256
Error
0b
Counts
256 → 8
Alt Table
StatusErrorProgram
0.1b
(+.f64 (-.f64 (-.f64 (fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (cbrt.f64 y)))) y) z) (log.f64 t))
0.4b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (*.f64 (cbrt.f64 (log.f64 y)) (cbrt.f64 (log.f64 y)))) (cbrt.f64 (log.f64 y))) y) z) (log.f64 t))
55.7b
(log.f64 (*.f64 t (/.f64 (pow.f64 y x) (exp.f64 (+.f64 y z)))))
0.1b
(+.f64 (-.f64 (-.f64 (+.f64 (*.f64 x (fma.f64 2/3 (log.f64 y) (log.f64 (cbrt.f64 (pow.f64 y 2/3))))) (*.f64 (log.f64 (cbrt.f64 (cbrt.f64 y))) x)) y) z) (log.f64 t))
34.2b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (sqrt.f64 (log.f64 y))) (sqrt.f64 (log.f64 y))) y) z) (log.f64 t))
0.1b
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
0.1b
(+.f64 (-.f64 (-.f64 (+.f64 (*.f64 x (*.f64 2 (log.f64 (cbrt.f64 y)))) (*.f64 x (log.f64 (pow.f64 y 1/3)))) y) z) (log.f64 t))
24.9b
(+.f64 (-.f64 (-.f64 (cbrt.f64 (*.f64 (*.f64 (*.f64 x x) x) (*.f64 (*.f64 (log.f64 y) (log.f64 y)) (log.f64 y)))) y) z) (log.f64 t))
Compiler

Compiled 6788 to 2780 computations (59% saved)

localize29.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(log.f64 (cbrt.f64 y))
0.2b
(*.f64 x (log.f64 (cbrt.f64 y)))
0.2b
(fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (cbrt.f64 y))))
0.6b
(cbrt.f64 y)

series3.5s (19%)

Counts
2 → 36
Calls

2 calls:

2.5s
(fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (cbrt.f64 y))))
998.0ms
(log.f64 (cbrt.f64 y))

rewrite5.0ms (0%)

Algorithm
rewrite-expression-head
Rules
log-prod_binary64
*-un-lft-identity_binary64
add-sqr-sqrt_binary64
add-cube-cbrt_binary64
cbrt-prod_binary64
Counts
2 → 28
Calls

2 calls:

2.0ms
(log.f64 (cbrt.f64 y))
1.0ms
(fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (cbrt.f64 y))))

simplify113.0ms (0.6%)

Algorithm
egg-herbie
Rules
468×distribute-rgt-in_binary64
453×distribute-lft-in_binary64
242×*-commutative_binary64
218×fma-neg_binary64
204×unsub-neg_binary64
Counts
64 → 49
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
065811
1104661
2233519
3700507
42681507
54750507
64888507

prune293.0ms (1.6%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1621163
Fresh156
Picked101
Done011
Total1647171
Error
0b
Counts
171 → 7
Alt Table
StatusErrorProgram
55.7b
(log.f64 (*.f64 t (/.f64 (pow.f64 y x) (exp.f64 (+.f64 y z)))))
0.1b
(+.f64 (-.f64 (-.f64 (+.f64 (*.f64 x (fma.f64 2/3 (log.f64 y) (log.f64 (cbrt.f64 (pow.f64 y 2/3))))) (*.f64 (log.f64 (cbrt.f64 (cbrt.f64 y))) x)) y) z) (log.f64 t))
34.2b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (sqrt.f64 (log.f64 y))) (sqrt.f64 (log.f64 y))) y) z) (log.f64 t))
0.4b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (*.f64 (cbrt.f64 (log.f64 y)) (cbrt.f64 (log.f64 y)))) (cbrt.f64 (log.f64 y))) y) z) (log.f64 t))
0.1b
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
24.9b
(+.f64 (-.f64 (-.f64 (cbrt.f64 (*.f64 (*.f64 (*.f64 x x) x) (*.f64 (*.f64 (log.f64 y) (log.f64 y)) (log.f64 y)))) y) z) (log.f64 t))
0.1b
(+.f64 (-.f64 (-.f64 (fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (pow.f64 y 1/3)))) y) z) (log.f64 t))
Compiler

Compiled 4106 to 1648 computations (59.9% saved)

localize39.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.2b
(*.f64 x (log.f64 (pow.f64 y 1/3)))
0.2b
(fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (pow.f64 y 1/3))))
0.6b
(cbrt.f64 y)
5.0b
(pow.f64 y 1/3)

series3.5s (18.6%)

Counts
3 → 52
Calls

3 calls:

2.5s
(fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (pow.f64 y 1/3))))
910.0ms
(*.f64 x (log.f64 (pow.f64 y 1/3)))
47.0ms
(pow.f64 y 1/3)

rewrite10.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
14×log-prod_binary64
13×add-sqr-sqrt_binary64
11×*-un-lft-identity_binary64
11×add-cube-cbrt_binary64
unpow-prod-down_binary64
Counts
3 → 65
Calls

3 calls:

6.0ms
(*.f64 x (log.f64 (pow.f64 y 1/3)))
1.0ms
(pow.f64 y 1/3)
0.0ms
(fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (pow.f64 y 1/3))))

simplify98.0ms (0.5%)

Algorithm
egg-herbie
Rules
656×fma-def_binary64
379×fma-neg_binary64
346×*-commutative_binary64
317×log-prod_binary64
239×exp-prod_binary64
Counts
117 → 106
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01371400
12541141
27511011
31660966
43824966
54853966
64820966

prune142.0ms (0.8%)

Pruning

6 alts after pruning (4 fresh and 2 done)

PrunedKeptTotal
New1231124
Fresh235
Picked011
Done011
Total1256131
Error
0b
Counts
131 → 6
Alt Table
StatusErrorProgram
0.1b
(+.f64 (-.f64 (-.f64 (*.f64 x (log.f64 y)) y) z) (log.f64 t))
0.1b
(+.f64 (-.f64 (-.f64 (fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (pow.f64 (pow.f64 y (sqrt.f64 1/3)) (sqrt.f64 1/3))))) y) z) (log.f64 t))
34.2b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (sqrt.f64 (log.f64 y))) (sqrt.f64 (log.f64 y))) y) z) (log.f64 t))
0.4b
(+.f64 (-.f64 (-.f64 (*.f64 (*.f64 x (*.f64 (cbrt.f64 (log.f64 y)) (cbrt.f64 (log.f64 y)))) (cbrt.f64 (log.f64 y))) y) z) (log.f64 t))
55.7b
(log.f64 (*.f64 t (/.f64 (pow.f64 y x) (exp.f64 (+.f64 y z)))))
0.1b
(+.f64 (-.f64 (-.f64 (fma.f64 x (*.f64 2 (log.f64 (cbrt.f64 y))) (*.f64 x (log.f64 (pow.f64 y 1/3)))) y) z) (log.f64 t))
Compiler

Compiled 3174 to 1673 computations (47.3% saved)

regimes572.0ms (3.1%)

Accuracy

Total 0.1b remaining (76.9%)

Threshold costs 0.1b (76.9%)

Counts
57 → 1
Compiler

Compiled 8876 to 5875 computations (33.8% saved)

simplify3.0ms (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
01831
12531
23331
33731
43931
53931

end1.0ms (0%)

Compiler

Compiled 24 to 17 computations (29.2% saved)

sample1.1s (6.1%)

Algorithm
intervals
Results
663.0ms8000×body128valid
23.0ms382×body128nan
2.0ms27×body128invalid
Compiler

Compiled 170 to 115 computations (32.4% saved)

Profiling

Loading profile data...