Details

Time bar (total: 3.5s)

analyze466.0ms (13.4%)

Algorithm
search
Search
TrueOtherFalseIter
0%99.9%0.1%0
0%99.9%0.1%1
0%99.9%0.1%2
0%99.9%0.1%3
0%99.9%0.1%4
12.5%87.4%0.1%5
12.5%87.4%0.1%6
18.7%81.1%0.1%7
35.9%64%0.1%8
47.2%52.7%0.1%9
52.1%47.8%0.1%10
65.3%34.5%0.1%11
71.4%28.4%0.1%12
74.2%25.6%0.1%13
81.7%18.1%0.1%14
Compiler

Compiled 16 to 11 computations (31.3% saved)

sample1.1s (30.2%)

Results
990.0ms8256×body128valid
Compiler

Compiled 47 to 32 computations (31.9% saved)

simplify30.0ms (0.9%)

Algorithm
egg-herbie
Rules
881×fma-def_binary64
768×fma-neg_binary64
655×div-sub_binary64
305×associate-/l/_binary64
251×times-frac_binary64
Iterations

Useful iterations: 9 (0.0ms)

IterNodesCost
01118
12018
23518
35218
48118
512718
620518
729318
839618
953916
1072716
11117916
12224116
13429516
Stop Event
node limit
Counts
1 → 2

prune6.0ms (0.2%)

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 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
3.5b
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
Compiler

Compiled 84 to 56 computations (33.3% saved)

localize7.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(/.f64 (exp.f64 z) y)
0.0b
(+.f64 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
0.1b
(fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)
0.1b
(/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x))

series100.0ms (2.9%)

Counts
4 → 112
Calls

4 calls:

41.0ms
(+.f64 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
38.0ms
(/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x))
15.0ms
(fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)
6.0ms
(/.f64 (exp.f64 z) y)

rewrite62.0ms (1.8%)

Algorithm
batch-egg-rewrite
Rules
681×prod-diff_binary64
212×expm1-udef_binary64
212×log1p-udef_binary64
118×add-sqr-sqrt_binary64
115×egg-rr
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01145
123345
2307445
Stop Event
node limit
Counts
4 → 115
Calls

4 calls:

60.0ms
(/.f64 (exp.f64 z) y)
60.0ms
(+.f64 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
60.0ms
(fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)
60.0ms
(/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x))

simplify89.0ms (2.5%)

Algorithm
egg-herbie
Rules
713×associate-/l*_binary64
620×associate-/r*_binary64
497×fma-def_binary64
150×distribute-rgt-in_binary64
133×distribute-neg-in_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01532813
14672793
216992634
Stop Event
node limit
Counts
227 → 186

prune171.0ms (4.9%)

Pruning

5 alts after pruning (4 fresh and 1 done)

PrunedKeptTotal
New1833186
Fresh011
Picked011
Done000
Total1835188
Error
0b
Counts
188 → 5
Alt Table
StatusErrorProgram
27.0b
(-.f64 (/.f64 (*.f64 x x) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))) (/.f64 (/.f64 1 (pow.f64 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x) 2)) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))))
0.1b
(+.f64 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
24.7b
(fma.f64 5000000000000000/5641895835477563 (/.f64 y (exp.f64 z)) x)
3.5b
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
11.4b
(+.f64 x (/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y))))
Compiler

Compiled 4250 to 2505 computations (41.1% saved)

localize8.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(*.f64 5641895835477563/5000000000000000 (exp.f64 z))
0.0b
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
1.4b
(-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))
8.3b
(/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y)))

series82.0ms (2.4%)

Counts
4 → 112
Calls

4 calls:

36.0ms
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
35.0ms
(/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y)))
8.0ms
(-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))
2.0ms
(*.f64 5641895835477563/5000000000000000 (exp.f64 z))

rewrite87.0ms (2.5%)

Algorithm
batch-egg-rewrite
Rules
567×fma-def_binary64
275×fma-neg_binary64
242×egg-rr
231×expm1-udef_binary64
231×log1p-udef_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01151
125251
2360551
Stop Event
node limit
Counts
4 → 242
Calls

4 calls:

82.0ms
(*.f64 5641895835477563/5000000000000000 (exp.f64 z))
82.0ms
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
82.0ms
(-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))
82.0ms
(/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y)))

simplify66.0ms (1.9%)

Algorithm
egg-herbie
Rules
635×associate-/l*_binary64
572×fma-def_binary64
524×associate-/r*_binary64
194×associate-*l/_binary64
157×associate-/r/_binary64
Iterations

Useful iterations: 2 (0.0ms)

IterNodesCost
01332764
14272744
215582629
Stop Event
node limit
Counts
354 → 315

prune269.0ms (7.7%)

Pruning

5 alts after pruning (3 fresh and 2 done)

PrunedKeptTotal
New3150315
Fresh033
Picked011
Done011
Total3155320
Error
0b
Counts
320 → 5
Alt Table
StatusErrorProgram
27.0b
(-.f64 (/.f64 (*.f64 x x) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))) (/.f64 (/.f64 1 (pow.f64 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x) 2)) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))))
0.1b
(+.f64 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
24.7b
(fma.f64 5000000000000000/5641895835477563 (/.f64 y (exp.f64 z)) x)
3.5b
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
11.4b
(+.f64 x (/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y))))
Compiler

Compiled 7655 to 3399 computations (55.6% saved)

localize7.0ms (0.2%)

Local error

Found 4 expressions with local error:

NewErrorProgram
0.0b
(+.f64 x (/.f64 -5641895835477563/5000000000000000 y))
0.0b
(+.f64 x (/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y))))
0.2b
(/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y)))
0.3b
(/.f64 -5641895835477563/5000000000000000 y)

series25.0ms (0.7%)

Counts
4 → 72
Calls

4 calls:

11.0ms
(+.f64 x (/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y))))
8.0ms
(/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y)))
4.0ms
(+.f64 x (/.f64 -5641895835477563/5000000000000000 y))
1.0ms
(/.f64 -5641895835477563/5000000000000000 y)

rewrite66.0ms (1.9%)

Algorithm
batch-egg-rewrite
Rules
463×log-prod_binary64
356×fma-def_binary64
189×expm1-udef_binary64
189×log1p-udef_binary64
188×fma-neg_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0934
120734
2293034
Stop Event
node limit
Counts
4 → 151
Calls

4 calls:

64.0ms
(+.f64 x (/.f64 -5641895835477563/5000000000000000 y))
64.0ms
(+.f64 x (/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y))))
64.0ms
(/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y)))
64.0ms
(/.f64 -5641895835477563/5000000000000000 y)

simplify55.0ms (1.6%)

Algorithm
egg-herbie
Rules
414×unswap-sqr_binary64
313×fma-def_binary64
239×cancel-sign-sub-inv_binary64
208×associate-*l*_binary64
206×fma-neg_binary64
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
0711197
12061173
26271167
325371161
Stop Event
node limit
Counts
223 → 185

prune133.0ms (3.8%)

Pruning

5 alts after pruning (2 fresh and 3 done)

PrunedKeptTotal
New1850185
Fresh022
Picked011
Done022
Total1855190
Error
0b
Counts
190 → 5
Alt Table
StatusErrorProgram
27.0b
(-.f64 (/.f64 (*.f64 x x) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))) (/.f64 (/.f64 1 (pow.f64 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x) 2)) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))))
0.1b
(+.f64 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
24.7b
(fma.f64 5000000000000000/5641895835477563 (/.f64 y (exp.f64 z)) x)
3.5b
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
11.4b
(+.f64 x (/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y))))
Compiler

Compiled 3111 to 2172 computations (30.2% saved)

localize5.0ms (0.1%)

Local error

Found 2 expressions with local error:

NewErrorProgram
0.0b
(/.f64 y (exp.f64 z))
0.1b
(fma.f64 5000000000000000/5641895835477563 (/.f64 y (exp.f64 z)) x)

series30.0ms (0.9%)

Counts
2 → 40
Calls

2 calls:

18.0ms
(fma.f64 5000000000000000/5641895835477563 (/.f64 y (exp.f64 z)) x)
12.0ms
(/.f64 y (exp.f64 z))

rewrite45.0ms (1.3%)

Algorithm
batch-egg-rewrite
Rules
741×log1p-expm1-u_binary64
741×expm1-log1p-u_binary64
148×log1p-udef_binary64
84×prod-diff_binary64
82×add-sqr-sqrt_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0816
116116
2198516
Stop Event
node limit
Counts
2 → 56
Calls

2 calls:

44.0ms
(/.f64 y (exp.f64 z))
44.0ms
(fma.f64 5000000000000000/5641895835477563 (/.f64 y (exp.f64 z)) x)

simplify40.0ms (1.1%)

Algorithm
egg-herbie
Rules
661×cancel-sign-sub-inv_binary64
524×associate-*l*_binary64
449×associate-*r*_binary64
369×fma-neg_binary64
157×*-commutative_binary64
Iterations

Useful iterations: 3 (0.0ms)

IterNodesCost
038423
1116419
2352412
31322401
44980401
Stop Event
node limit
Counts
96 → 75

prune46.0ms (1.3%)

Pruning

5 alts after pruning (1 fresh and 4 done)

PrunedKeptTotal
New75075
Fresh011
Picked011
Done033
Total75580
Error
0b
Counts
80 → 5
Alt Table
StatusErrorProgram
27.0b
(-.f64 (/.f64 (*.f64 x x) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))) (/.f64 (/.f64 1 (pow.f64 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x) 2)) (+.f64 x (/.f64 1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))))
0.1b
(+.f64 x (/.f64 -1 (fma.f64 -5641895835477563/5000000000000000 (/.f64 (exp.f64 z) y) x)))
24.7b
(fma.f64 5000000000000000/5641895835477563 (/.f64 y (exp.f64 z)) x)
3.5b
(+.f64 x (/.f64 y (-.f64 (*.f64 5641895835477563/5000000000000000 (exp.f64 z)) (*.f64 x y))))
11.4b
(+.f64 x (/.f64 -1 (+.f64 x (/.f64 -5641895835477563/5000000000000000 y))))
Compiler

Compiled 996 to 508 computations (49% saved)

regimes450.0ms (12.9%)

Accuracy

Total 0.1b remaining (94.7%)

Threshold costs 0.1b (94.7%)

Counts
72 → 1
Compiler

Compiled 9981 to 6729 computations (32.6% saved)

simplify2.0ms (0.1%)

Algorithm
egg-herbie
Rules
+-commutative_binary64
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01116
11216
Stop Event
saturated

end86.0ms (2.5%)

Compiler

Compiled 121 to 81 computations (33.1% saved)

Profiling

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