Details

Time bar (total: 14.1s)

analyze694.0ms (4.9%)

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
3.1%28.1%68.8%9
4.7%25%70.4%10
7%20.3%72.7%11
10.5%16.8%72.7%12
10.5%16%73.5%13
12.3%13.8%73.9%14
Compiler

Compiled 16 to 11 computations (31.3% saved)

sample2.1s (14.7%)

Results
1.8s8253×body128valid
80.0ms384×body128invalid
2.0msbody1024valid
Compiler

Compiled 47 to 32 computations (31.9% saved)

simplify180.0ms (1.3%)

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

prune3.0ms (0%)

Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New112
Fresh101
Picked000
Done000
Total213
Error
0.1b
Counts
3 → 1
Alt Table
StatusErrorProgram
0.1b
(-.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z))
Compiler

Compiled 53 to 31 computations (41.5% saved)

localize9.0ms (0.1%)

Local error

Found 2 expressions with local error:

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

series785.0ms (5.6%)

Counts
2 → 84
Calls

2 calls:

445.0ms
(fma.f64 x (log.f64 y) (log.f64 t))
340.0ms
(-.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z))

rewrite57.0ms (0.4%)

Algorithm
rewrite-expression-head
Rules
24×*-un-lft-identity_binary64
13×add-sqr-sqrt_binary64
12×prod-diff_binary64
11×add-cube-cbrt_binary64
add-log-exp_binary64
Counts
2 → 48
Calls

2 calls:

54.0ms
(-.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z))
0.0ms
(fma.f64 x (log.f64 y) (log.f64 t))

simplify103.0ms (0.7%)

Algorithm
egg-herbie
Rules
593×fma-def_binary64
414×associate-*l*_binary64
385×distribute-rgt-in_binary64
360×distribute-lft-in_binary64
333×associate-*r*_binary64
Counts
132 → 91
Iterations

Useful iterations: 4 (0.0ms)

IterNodesCost
01151952
12601860
28971769
343681769
448171762
549961762

prune60.0ms (0.4%)

Pruning

5 alts after pruning (4 fresh and 1 done)

PrunedKeptTotal
New87491
Fresh000
Picked011
Done000
Total87592
Error
0.0b
Counts
92 → 5
Alt Table
StatusErrorProgram
0.5b
(-.f64 (*.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (+.f64 y z))
30.0b
(-.f64 (log.f64 (*.f64 t (pow.f64 y x))) (+.f64 y z))
0.1b
(-.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z))
45.1b
(/.f64 (-.f64 (pow.f64 (fma.f64 x (log.f64 y) (log.f64 t)) 3) (pow.f64 (+.f64 y z) 3)) (+.f64 (*.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (fma.f64 x (log.f64 y) (log.f64 t))) (+.f64 (*.f64 (+.f64 y z) (+.f64 y z)) (*.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z)))))
31.4b
(fma.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (neg.f64 (+.f64 y z)))
Compiler

Compiled 1937 to 431 computations (77.7% saved)

localize12.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.1b
(fma.f64 x (log.f64 y) (log.f64 t))
0.3b
(*.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))
0.5b
(*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))
0.6b
(cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))

series2.4s (17.2%)

Counts
3 → 108
Calls

3 calls:

1.1s
(*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))
924.0ms
(cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))
386.0ms
(*.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))

rewrite19.0ms (0.1%)

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:

6.0ms
(*.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))
6.0ms
(*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))
1.0ms
(cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))

simplify158.0ms (1.1%)

Algorithm
egg-herbie
Rules
859×fma-def_binary64
335×unswap-sqr_binary64
268×cancel-sign-sub-inv_binary64
197×associate-*r*_binary64
170×associate-*l*_binary64
Counts
201 → 202
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
02414636
16994142
223713941
343443706
449103706
550083706

prune363.0ms (2.6%)

Pruning

8 alts after pruning (7 fresh and 1 done)

PrunedKeptTotal
New3815386
Fresh123
Picked101
Done011
Total3838391
Error
0.0b
Counts
391 → 8
Alt Table
StatusErrorProgram
30.0b
(-.f64 (log.f64 (*.f64 t (pow.f64 y x))) (+.f64 y z))
0.7b
(-.f64 (*.f64 (*.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t))) (pow.f64 (cbrt.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t)))) 5)) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (+.f64 y z))
0.1b
(-.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z))
0.5b
(-.f64 (pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) 3) (+.f64 y z))
0.7b
(-.f64 (*.f64 (*.f64 (pow.f64 (cbrt.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t)))) 5) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (+.f64 y z))
31.5b
(-.f64 (*.f64 (*.f64 (*.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (sqrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (*.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (sqrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (+.f64 y z))
0.6b
(-.f64 (*.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (*.f64 (*.f64 (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))))) (+.f64 y z))
31.4b
(fma.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (neg.f64 (+.f64 y z)))
Compiler

Compiled 15057 to 4018 computations (73.3% saved)

localize11.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(-.f64 (pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) 3) (+.f64 y z))
0.1b
(fma.f64 x (log.f64 y) (log.f64 t))
0.6b
(cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))
0.7b
(pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) 3)

series1.7s (12%)

Counts
2 → 84
Calls

2 calls:

1.4s
(pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) 3)
318.0ms
(-.f64 (pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) 3) (+.f64 y z))

rewrite28.0ms (0.2%)

Algorithm
rewrite-expression-head
Rules
94×*-un-lft-identity_binary64
72×prod-diff_binary64
62×add-sqr-sqrt_binary64
51×add-cube-cbrt_binary64
38×cube-prod_binary64
Counts
2 → 149
Calls

2 calls:

11.0ms
(-.f64 (pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) 3) (+.f64 y z))
2.0ms
(pow.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) 3)

simplify138.0ms (1%)

Algorithm
egg-herbie
Rules
611×fma-neg_binary64
431×distribute-rgt-in_binary64
404×distribute-lft-in_binary64
270×unswap-sqr_binary64
225×times-frac_binary64
Counts
233 → 169
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01934562
14014072
214313612
347233612
449693612

prune280.0ms (2%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New2462248
Fresh246
Picked101
Done011
Total2497256
Error
0b
Counts
256 → 7
Alt Table
StatusErrorProgram
30.0b
(-.f64 (log.f64 (*.f64 t (pow.f64 y x))) (+.f64 y z))
0.7b
(-.f64 (*.f64 (*.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t))) (pow.f64 (cbrt.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t)))) 5)) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (+.f64 y z))
0.1b
(-.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z))
0.7b
(-.f64 (*.f64 (*.f64 (pow.f64 (cbrt.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t)))) 5) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (+.f64 y z))
31.6b
(-.f64 (*.f64 (pow.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) 3) (pow.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) 3)) (+.f64 y z))
31.5b
(-.f64 (*.f64 (*.f64 (*.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (sqrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (*.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (sqrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (+.f64 y z))
0.6b
(-.f64 (pow.f64 (*.f64 (cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) 3) (+.f64 y z))
Compiler

Compiled 7027 to 2198 computations (68.7% saved)

localize18.0ms (0.1%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.5b
(cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))
0.5b
(cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))))
0.6b
(cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))
0.7b
(pow.f64 (*.f64 (cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) 3)

series3.3s (23.5%)

Counts
3 → 108
Calls

3 calls:

1.3s
(pow.f64 (*.f64 (cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) 3)
1.1s
(cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))))
880.0ms
(cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))

rewrite14.0ms (0.1%)

Algorithm
rewrite-expression-head
Rules
11×cbrt-prod_binary64
add-exp-log_binary64
pow1_binary64
*-un-lft-identity_binary64
add-sqr-sqrt_binary64
Counts
3 → 53
Calls

3 calls:

6.0ms
(cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))))
4.0ms
(pow.f64 (*.f64 (cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) 3)
1.0ms
(cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))

simplify124.0ms (0.9%)

Algorithm
egg-herbie
Rules
630×fma-def_binary64
302×cancel-sign-sub-inv_binary64
257×unswap-sqr_binary64
172×associate-*r*_binary64
150×sqr-pow_binary64
Counts
161 → 160
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
02724552
17613827
225513775
349413775
449893775

prune344.0ms (2.4%)

Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New3190319
Fresh055
Picked011
Done011
Total3197326
Error
0b
Counts
326 → 7
Alt Table
StatusErrorProgram
30.0b
(-.f64 (log.f64 (*.f64 t (pow.f64 y x))) (+.f64 y z))
0.7b
(-.f64 (*.f64 (*.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t))) (pow.f64 (cbrt.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t)))) 5)) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (+.f64 y z))
0.1b
(-.f64 (fma.f64 x (log.f64 y) (log.f64 t)) (+.f64 y z))
0.7b
(-.f64 (*.f64 (*.f64 (pow.f64 (cbrt.f64 (cbrt.f64 (fma.f64 (log.f64 y) x (log.f64 t)))) 5) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (+.f64 y z))
31.6b
(-.f64 (*.f64 (pow.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) 3) (pow.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) 3)) (+.f64 y z))
31.5b
(-.f64 (*.f64 (*.f64 (*.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (sqrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (*.f64 (cbrt.f64 (sqrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (sqrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t)))) (+.f64 y z))
0.6b
(-.f64 (pow.f64 (*.f64 (cbrt.f64 (*.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))) (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) (cbrt.f64 (cbrt.f64 (fma.f64 x (log.f64 y) (log.f64 t))))) 3) (+.f64 y z))
Compiler

Compiled 14753 to 5011 computations (66% saved)

regimes1.1s (7.6%)

Accuracy

Total 0.0b remaining (30%)

Threshold costs 0.0b (30%)

Counts
116 → 1
Compiler

Compiled 24270 to 13159 computations (45.8% 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
01015
11315
22215
33015
43515
53715
63715

end123.0ms (0.9%)

Compiler

Compiled 241 to 120 computations (50.2% saved)

Profiling

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