Details

Time bar (total: 9.3s)

analyze1.5s (15.5%)

Algorithm
search
Search
TrueOtherFalseIter
0%24.7%75.3%0
0%24.7%75.3%1
0%24.7%75.3%2
0%24.7%75.3%3
0%24.7%75.3%4
6.2%18.5%75.3%5
7.7%17%75.3%6
11.6%13.1%75.3%7
12.7%12%75.3%8
14.9%9.8%75.3%9
15.5%9.2%75.3%10
16.3%8.4%75.3%11
16.7%8.1%75.3%12
17%7.7%75.3%13
17.2%7.5%75.3%14
Compiler

Compiled 35 to 18 computations (48.6% saved)

sample1.8s (19.3%)

Results
1.7s8256×body128valid
Compiler

Compiled 63 to 31 computations (50.8% saved)

simplify77.0ms (0.8%)

Algorithm
egg-herbie
Rules
505×fma-def_binary32
440×times-frac_binary32
349×distribute-rgt-in_binary32
300×fma-neg_binary32
273×distribute-rgt-out_binary32
Counts
1 → 2
Iterations

Useful iterations: 6 (0.0ms)

IterNodesCost
01243
13843
28241
318141
435739
577230
6229229
7334129
8424329
9492229
10487529

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
(/.f32 (/.f32 1 s) (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
0.1b
(/.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) (*.f32 (*.f32 s (+.f32 1 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))) (+.f32 1 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)))))
Compiler

Compiled 142 to 75 computations (47.2% saved)

localize49.0ms (0.5%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)
0.0b
(exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))
0.0b
(exp.f32 (/.f32 (fabs.f32 x) s))
0.0b
(/.f32 (/.f32 1 s) (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))

series106.0ms (1.1%)

Counts
4 → 80
Calls

4 calls:

71.0ms
(/.f32 (/.f32 1 s) (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
13.0ms
(exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))
12.0ms
(+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)
10.0ms
(exp.f32 (/.f32 (fabs.f32 x) s))

rewrite71.0ms (0.8%)

Algorithm
rewrite-expression-head
Rules
194×times-frac_binary32
181×*-un-lft-identity_binary32
118×add-sqr-sqrt_binary32
109×add-cube-cbrt_binary32
83×exp-prod_binary32
Counts
4 → 226
Calls

4 calls:

20.0ms
(/.f32 (/.f32 1 s) (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
10.0ms
(+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)
8.0ms
(exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s))
4.0ms
(exp.f32 (/.f32 (fabs.f32 x) s))

simplify255.0ms (2.7%)

Algorithm
egg-herbie
Rules
512×times-frac_binary32
341×associate-/l*_binary32
335×associate-/r*_binary32
292×distribute-rgt-in_binary32
268×distribute-lft-in_binary32
Counts
306 → 305
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
03117856
16537564
216367474
345917474
449657474
549147474

prune363.0ms (3.9%)

Pruning

5 alts after pruning (5 fresh and 0 done)

PrunedKeptTotal
New3005305
Fresh101
Picked101
Done000
Total3025307
Error
0.0b
Counts
307 → 5
Alt Table
StatusErrorProgram
0.1b
(*.f32 (/.f32 1 s) (/.f32 1 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2))))
0.1b
(/.f32 1 (fma.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2) s (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))))
0.1b
(/.f32 (/.f32 1 s) (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
0.2b
(/.f32 (/.f32 1 (sqrt.f32 s)) (*.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s))))) (sqrt.f32 s)))
21.4b
(*.f32 (/.f32 (/.f32 1 s) (fma.f32 (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))) (-.f32 -2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))) (pow.f32 (exp.f32 2) (/.f32 (fabs.f32 x) s)))) (-.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
Compiler

Compiled 9223 to 3643 computations (60.5% saved)

localize58.0ms (0.6%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s)))
0.0b
(/.f32 (/.f32 1 s) (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
0.0b
(exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s)))
6.7b
(sqrt.f32 (/.f32 (fabs.f32 x) s))

series1.0s (10.8%)

Counts
4 → 32
Calls

4 calls:

540.0ms
(/.f32 (/.f32 1 s) (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
427.0ms
(pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s)))
29.0ms
(exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s)))
17.0ms
(sqrt.f32 (/.f32 (fabs.f32 x) s))

rewrite77.0ms (0.8%)

Algorithm
rewrite-expression-head
Rules
206×times-frac_binary32
190×*-un-lft-identity_binary32
139×add-sqr-sqrt_binary32
120×add-cube-cbrt_binary32
100×sqrt-prod_binary32
Counts
4 → 255
Calls

4 calls:

21.0ms
(/.f32 (/.f32 1 s) (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))
10.0ms
(pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s)))
4.0ms
(exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s)))
3.0ms
(sqrt.f32 (/.f32 (fabs.f32 x) s))

simplify268.0ms (2.9%)

Algorithm
egg-herbie
Rules
278×associate-*l*_binary32
277×distribute-rgt-in_binary32
268×distribute-lft-in_binary32
266×unswap-sqr_binary32
249×associate-*r*_binary32
Counts
287 → 330
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
02979574
15857580
213837494
336717417
449087417
549147417

prune523.0ms (5.6%)

Pruning

5 alts after pruning (5 fresh and 0 done)

PrunedKeptTotal
New3773380
Fresh224
Picked101
Done000
Total3805385
Error
0.0b
Counts
385 → 5
Alt Table
StatusErrorProgram
0.1b
(*.f32 (/.f32 1 (sqrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))) (/.f32 (/.f32 1 s) (sqrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2)))))
0.1b
(/.f32 1 (fma.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2) s (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))))
0.2b
(/.f32 (/.f32 1 (sqrt.f32 s)) (*.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s))))) (sqrt.f32 s)))
0.1b
(/.f32 (/.f32 (/.f32 1 s) (sqrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s))))))) (sqrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2))))
0.1b
(/.f32 (/.f32 (/.f32 1 s) (*.f32 (cbrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))))) (cbrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))))))) (cbrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2))))
Compiler

Compiled 14017 to 4366 computations (68.9% saved)

localize38.0ms (0.4%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(/.f32 1 (fma.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2) s (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))))
0.0b
(exp.f32 (/.f32 (fabs.f32 x) s))
0.0b
(+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2)
0.1b
(/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))

series153.0ms (1.6%)

Counts
3 → 40
Calls

3 calls:

114.0ms
(/.f32 1 (fma.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2) s (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))))
28.0ms
(/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))
10.0ms
(+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2)

rewrite20.0ms (0.2%)

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity_binary32
20×add-sqr-sqrt_binary32
20×add-cube-cbrt_binary32
18×times-frac_binary32
add-exp-log_binary32
Counts
3 → 79
Calls

3 calls:

6.0ms
(/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))
6.0ms
(+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2)
3.0ms
(/.f32 1 (fma.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) 2) s (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))))

simplify116.0ms (1.2%)

Algorithm
egg-herbie
Rules
449×cancel-sign-sub-inv_binary32
367×fma-neg_binary32
247×unswap-sqr_binary32
246×associate-/l*_binary32
242×times-frac_binary32
Counts
119 → 130
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01743160
13682863
28772846
329792846
449252846
549372846

prune369.0ms (3.9%)

Pruning

4 alts after pruning (4 fresh and 0 done)

PrunedKeptTotal
New2302232
Fresh224
Picked101
Done000
Total2334237
Error
0.0b
Counts
237 → 4
Alt Table
StatusErrorProgram
0.0b
(/.f32 1 (+.f32 (*.f32 2 s) (+.f32 (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s))) (*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s))))
0.0b
(/.f32 1 (fma.f32 (+.f32 (pow.f32 (exp.f32 (/.f32 (sqrt.f32 (fabs.f32 x)) (sqrt.f32 s))) (/.f32 (sqrt.f32 (fabs.f32 x)) (sqrt.f32 s))) 2) s (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))))
0.1b
(/.f32 (/.f32 (/.f32 1 s) (sqrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s))))))) (sqrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2))))
0.1b
(/.f32 (/.f32 (/.f32 1 s) (*.f32 (cbrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))))) (cbrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))))))) (cbrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2))))
Compiler

Compiled 6460 to 2296 computations (64.5% saved)

localize46.0ms (0.5%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(/.f32 1 (+.f32 (*.f32 2 s) (+.f32 (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s))) (*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s))))
0.0b
(exp.f32 (/.f32 (fabs.f32 x) s))
0.0b
(*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s)
0.1b
(/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))

series125.0ms (1.3%)

Counts
2 → 32
Calls

2 calls:

112.0ms
(/.f32 1 (+.f32 (*.f32 2 s) (+.f32 (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s))) (*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s))))
13.0ms
(*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s)

rewrite25.0ms (0.3%)

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt_binary32
12×*-un-lft-identity_binary32
12×add-cube-cbrt_binary32
times-frac_binary32
add-exp-log_binary32
Counts
2 → 55
Calls

2 calls:

13.0ms
(/.f32 1 (+.f32 (*.f32 2 s) (+.f32 (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s))) (*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s))))
8.0ms
(*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s)

simplify107.0ms (1.1%)

Algorithm
egg-herbie
Rules
460×fma-neg_binary32
424×cancel-sign-sub-inv_binary32
318×associate-*l*_binary32
282×associate-*r*_binary32
267×fma-def_binary32
Counts
87 → 96
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01322670
13122396
29072384
331792384
449392384
550122384

prune342.0ms (3.7%)

Pruning

4 alts after pruning (3 fresh and 1 done)

PrunedKeptTotal
New2370237
Fresh033
Picked011
Done000
Total2374241
Error
0.0b
Counts
241 → 4
Alt Table
StatusErrorProgram
0.0b
(/.f32 1 (+.f32 (*.f32 2 s) (+.f32 (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s))) (*.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) s))))
0.0b
(/.f32 1 (fma.f32 (+.f32 (pow.f32 (exp.f32 (/.f32 (sqrt.f32 (fabs.f32 x)) (sqrt.f32 s))) (/.f32 (sqrt.f32 (fabs.f32 x)) (sqrt.f32 s))) 2) s (/.f32 s (exp.f32 (/.f32 (fabs.f32 x) s)))))
0.1b
(/.f32 (/.f32 (/.f32 1 s) (sqrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s))))))) (sqrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2))))
0.1b
(/.f32 (/.f32 (/.f32 1 s) (*.f32 (cbrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))))) (cbrt.f32 (+.f32 (exp.f32 (/.f32 (fabs.f32 x) s)) (+.f32 2 (exp.f32 (neg.f32 (/.f32 (fabs.f32 x) s)))))))) (cbrt.f32 (+.f32 (pow.f32 (exp.f32 (sqrt.f32 (/.f32 (fabs.f32 x) s))) (sqrt.f32 (/.f32 (fabs.f32 x) s))) (+.f32 (exp.f32 (/.f32 (neg.f32 (fabs.f32 x)) s)) 2))))
Compiler

Compiled 7269 to 2492 computations (65.7% saved)

regimes1.8s (19.2%)

Accuracy

Total 0.0b remaining (15.8%)

Threshold costs 0.0b (15.8%)

Counts
317 → 1
Compiler

Compiled 46430 to 26991 computations (41.9% saved)

simplify2.0ms (0%)

Algorithm
egg-herbie
Rules
+-commutative_binary32
*-commutative_binary32
1-exp_binary32
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01433
12033
21933

end88.0ms (0.9%)

Compiler

Compiled 202 to 110 computations (45.5% saved)

Profiling

Loading profile data...