Details

Time bar (total: 10.3s)

analyze1.2s (11.4%)

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%74.8%25.2%5
0%74.8%25.2%6
0%74.8%25.2%7
0%74.8%25.2%8
0%74.8%25.2%9
0%62.3%37.7%10
0%56.1%43.9%11
0%56.1%43.9%12
1.6%54.5%43.9%13
2.3%53.7%43.9%14
Compiler

Compiled 23 to 16 computations (30.4% saved)

sample1.8s (17.3%)

Symmetry

(sort x y)

Results
1.3s8253×body128valid
380.0ms2399×body128invalid
1.0msbody512valid
Compiler

Compiled 68 to 47 computations (30.9% saved)

simplify281.0ms (2.7%)

Algorithm
egg-herbie
Rules
5327×fma-def_binary64
866×fma-neg_binary64
705×sub-neg_binary64
654×unsub-neg_binary64
445×+-commutative_binary64
Counts
1 → 2
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
01624
13522
210122
326921
480520
5207920
6278720
7384820
8416420
9430620
10409020
11409420
12419020
13448820
14458120
15458720
16458720
17459320
18459920
19459920
20461720
21460120
22460120
23936420

prune4.0ms (0%)

Pruning

3 alts after pruning (3 fresh and 0 done)

PrunedKeptTotal
New022
Fresh011
Picked000
Done000
Total033
Error
0.0b
Counts
3 → 2
Alt Table
StatusErrorProgram
0.1b
(+.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t))) (*.f64 (-.f64 a 1/2) b))
0.1b
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
Compiler

Compiled 120 to 79 computations (34.2% saved)

localize12.0ms (0.1%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(-.f64 1 (log.f64 t))
0.1b
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))

series242.0ms (2.3%)

Counts
2 → 80
Calls

2 calls:

221.0ms
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
21.0ms
(-.f64 1 (log.f64 t))

rewrite6.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
16×*-un-lft-identity_binary64
15×add-sqr-sqrt_binary64
12×prod-diff_binary64
12×add-cube-cbrt_binary64
pow1_binary64
Counts
2 → 49
Calls

2 calls:

4.0ms
(-.f64 1 (log.f64 t))
0.0ms
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))

simplify93.0ms (0.9%)

Algorithm
egg-herbie
Rules
687×fma-neg_binary64
596×exp-sum_binary64
500×fma-def_binary64
311×associate-+l+_binary64
273×associate-*l*_binary64
Counts
129 → 85
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
01302268
12902158
28701937
330221936
441021936
549291936

prune92.0ms (0.9%)

Pruning

5 alts after pruning (4 fresh and 1 done)

PrunedKeptTotal
New82385
Fresh011
Picked011
Done000
Total82587
Error
0.0b
Counts
87 → 5
Alt Table
StatusErrorProgram
0.1b
(+.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t))) (*.f64 (-.f64 a 1/2) b))
0.1b
(fma.f64 z (-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
0.3b
(fma.f64 z (*.f64 (*.f64 (cbrt.f64 (-.f64 1 (log.f64 t))) (cbrt.f64 (-.f64 1 (log.f64 t)))) (cbrt.f64 (-.f64 1 (log.f64 t)))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
0.1b
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
0.3b
(fma.f64 z (+.f64 1 (*.f64 (neg.f64 (*.f64 (cbrt.f64 (log.f64 t)) (cbrt.f64 (log.f64 t)))) (cbrt.f64 (log.f64 t)))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
Compiler

Compiled 1939 to 938 computations (51.6% saved)

localize15.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(log.f64 (cbrt.f64 t))
0.1b
(fma.f64 z (-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
0.3b
(-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t)))
0.6b
(cbrt.f64 t)

series2.6s (24.9%)

Counts
4 → 108
Calls

4 calls:

1.4s
(fma.f64 z (-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
606.0ms
(log.f64 (cbrt.f64 t))
571.0ms
(-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t)))
29.0ms
(cbrt.f64 t)

rewrite13.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
23×*-un-lft-identity_binary64
22×add-sqr-sqrt_binary64
20×add-cube-cbrt_binary64
18×prod-diff_binary64
12×log-prod_binary64
Counts
4 → 93
Calls

4 calls:

6.0ms
(-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t)))
1.0ms
(log.f64 (cbrt.f64 t))
1.0ms
(cbrt.f64 t)
0.0ms
(fma.f64 z (-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))

simplify109.0ms (1.1%)

Algorithm
egg-herbie
Rules
429×fma-neg_binary64
375×exp-prod_binary64
363×distribute-rgt-in_binary64
337×distribute-lft-in_binary64
336×cancel-sign-sub-inv_binary64
Counts
201 → 164
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01923755
14153080
214562705
342082705
449612705

prune300.0ms (2.9%)

Pruning

4 alts after pruning (2 fresh and 2 done)

PrunedKeptTotal
New2081209
Fresh213
Picked011
Done011
Total2104214
Error
0.0b
Counts
214 → 4
Alt Table
StatusErrorProgram
0.1b
(-.f64 (+.f64 (*.f64 a b) (+.f64 y (+.f64 z x))) (+.f64 (*.f64 1/2 b) (*.f64 3 (*.f64 (log.f64 (pow.f64 t 1/3)) z))))
0.1b
(+.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t))) (*.f64 (-.f64 a 1/2) b))
0.1b
(fma.f64 z (-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
0.1b
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
Compiler

Compiled 5612 to 2633 computations (53.1% saved)

localize13.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(+.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t))) (*.f64 (-.f64 a 1/2) b))
0.0b
(*.f64 (-.f64 a 1/2) b)
0.1b
(-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t)))
0.2b
(*.f64 z (log.f64 t))

series576.0ms (5.6%)

Counts
4 → 140
Calls

4 calls:

224.0ms
(+.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t))) (*.f64 (-.f64 a 1/2) b))
214.0ms
(*.f64 z (log.f64 t))
133.0ms
(-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t)))
5.0ms
(*.f64 (-.f64 a 1/2) b)

rewrite31.0ms (0.3%)

Algorithm
rewrite-expression-head
Rules
33×*-un-lft-identity_binary64
27×add-log-exp_binary64
22×add-sqr-sqrt_binary64
16×add-cube-cbrt_binary64
12×log-prod_binary64
Counts
4 → 116
Calls

4 calls:

11.0ms
(+.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t))) (*.f64 (-.f64 a 1/2) b))
7.0ms
(-.f64 (+.f64 (+.f64 x y) z) (*.f64 z (log.f64 t)))
4.0ms
(*.f64 (-.f64 a 1/2) b)
3.0ms
(*.f64 z (log.f64 t))

simplify134.0ms (1.3%)

Algorithm
egg-herbie
Rules
395×associate--l+_binary64
356×fma-neg_binary64
311×exp-sum_binary64
252×cancel-sign-sub-inv_binary64
193×associate--r+_binary64
Counts
256 → 208
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
02504510
16614261
224954222
345934222
451224222

prune200.0ms (1.9%)

Pruning

4 alts after pruning (2 fresh and 2 done)

PrunedKeptTotal
New2071208
Fresh011
Picked101
Done022
Total2084212
Error
0b
Counts
212 → 4
Alt Table
StatusErrorProgram
0.1b
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
0.1b
(+.f64 (-.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z)) (*.f64 (log.f64 (sqrt.f64 t)) z)) (*.f64 (-.f64 a 1/2) b))
0.1b
(-.f64 (+.f64 (*.f64 a b) (+.f64 y (+.f64 z x))) (+.f64 (*.f64 1/2 b) (*.f64 3 (*.f64 (log.f64 (pow.f64 t 1/3)) z))))
0.1b
(fma.f64 z (-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
Compiler

Compiled 5238 to 1876 computations (64.2% saved)

localize13.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(*.f64 (-.f64 a 1/2) b)
0.1b
(-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z))
0.1b
(-.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z)) (*.f64 (log.f64 (sqrt.f64 t)) z))
0.2b
(*.f64 (log.f64 (sqrt.f64 t)) z)

series533.0ms (5.2%)

Counts
3 → 72
Calls

3 calls:

233.0ms
(*.f64 (log.f64 (sqrt.f64 t)) z)
155.0ms
(-.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z)) (*.f64 (log.f64 (sqrt.f64 t)) z))
145.0ms
(-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z))

rewrite23.0ms (0.2%)

Algorithm
rewrite-expression-head
Rules
26×add-log-exp_binary64
25×*-un-lft-identity_binary64
13×prod-diff_binary64
12×add-sqr-sqrt_binary64
10×associate--l+_binary64
Counts
3 → 82
Calls

3 calls:

9.0ms
(-.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z)) (*.f64 (log.f64 (sqrt.f64 t)) z))
6.0ms
(-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z))
3.0ms
(*.f64 (log.f64 (sqrt.f64 t)) z)

simplify96.0ms (0.9%)

Algorithm
egg-herbie
Rules
672×fma-neg_binary64
540×distribute-rgt-in_binary64
538×fma-def_binary64
503×distribute-lft-in_binary64
386×associate-*l*_binary64
Counts
154 → 143
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01392781
13182525
29382327
347192327
452692327

prune194.0ms (1.9%)

Pruning

4 alts after pruning (1 fresh and 3 done)

PrunedKeptTotal
New2210221
Fresh011
Picked011
Done022
Total2214225
Error
0b
Counts
225 → 4
Alt Table
StatusErrorProgram
0.1b
(fma.f64 z (-.f64 1 (log.f64 t)) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
0.1b
(+.f64 (-.f64 (-.f64 (+.f64 (+.f64 x y) z) (*.f64 (log.f64 (sqrt.f64 t)) z)) (*.f64 (log.f64 (sqrt.f64 t)) z)) (*.f64 (-.f64 a 1/2) b))
0.1b
(-.f64 (+.f64 (*.f64 a b) (+.f64 y (+.f64 z x))) (+.f64 (*.f64 1/2 b) (*.f64 3 (*.f64 (log.f64 (pow.f64 t 1/3)) z))))
0.1b
(fma.f64 z (-.f64 (-.f64 1 (*.f64 (log.f64 (cbrt.f64 t)) 2)) (log.f64 (cbrt.f64 t))) (fma.f64 (-.f64 a 1/2) b (+.f64 x y)))
Compiler

Compiled 6519 to 1782 computations (72.7% saved)

regimes1.7s (16.7%)

Accuracy

Total 0.0b remaining (69.8%)

Threshold costs 0.0b (69.8%)

Counts
127 → 1
Compiler

Compiled 37557 to 25546 computations (32% saved)

simplify2.0ms (0%)

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

Useful iterations: 0 (0.0ms)

IterNodesCost
01520
12320
22820
33020
43120
52920

end84.0ms (0.8%)

Remove

(sort x y)

Compiler

Compiled 184 to 125 computations (32.1% saved)

Profiling

Loading profile data...