Details

Time bar (total: 11.2s)

analyze1.1s (9.8%)

Algorithm
search
Search
TrueOtherFalseIter
0%99.8%0.2%0
0%99.8%0.2%1
0%99.8%0.2%2
0%99.8%0.2%3
0%99.8%0.2%4
0%99.8%0.2%5
0%99.8%0.2%6
0%99.8%0.2%7
0%99.8%0.2%8
1.6%98.2%0.2%9
2.3%97.5%0.2%10
11.7%88.1%0.2%11
13.1%74.3%12.7%12
16.1%70.5%13.5%13
18.6%68%13.5%14
Compiler

Compiled 14 to 13 computations (7.1% saved)

sample84.0ms (0.7%)

Algorithm
intervals
Results
23.0ms52×body1024valid
12.0ms14×body2048valid
11.0ms48×body512valid
7.0ms99×body128valid
7.0ms43×body256valid
3.0ms58×body128nan
2.0msbody1024nan
2.0ms27×body128overflowed
2.0msbody512nan
1.0msbody256nan
0.0msbody128invalid
Compiler

Compiled 27 to 29 computations (-7.4% saved)

simplify398.0ms (3.6%)

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (300.0ms)

IterNodesCost
0525420

prune3.0ms (0%)

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022
Error
28.2b
Counts
2 → 1
Compiler

Compiled 26 to 24 computations (7.7% saved)

localize11.0ms (0.1%)

Local error

Found 8 expressions with local error:

2.7b
(+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))
2.6b
(log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z))))
0.1b
(/.f64 (log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))) t)
0.0b
(*.f64 y (exp.f64 z))
0.0b
(*.f64 y (exp.f64 z))
0.1b
(/.f64 (log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))) t)
2.6b
(log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z))))
2.7b
(+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))

rewrite35.0ms (0.3%)

Algorithm
rewrite-expression-head
Rules
19×add-sqr-sqrt_binary64_9648
17×add-cube-cbrt_binary64_9661 *-un-lft-identity_binary64_9626
12×times-frac_binary64_9632
11×pow1_binary64_9687
add-log-exp_binary64_9665
add-exp-log_binary64_9664 add-cbrt-cube_binary64_9662
log-pow_binary64_9715
associate-/l*_binary64_9571 associate-+l+_binary64_9559 log-div_binary64_9713
associate-*l*_binary64_9567 log-prod_binary64_9712 flip-+_binary64_9600 cancel-sign-sub-inv_binary64_9592 flip3-+_binary64_9629 associate-*r*_binary64_9566 associate-/r*_binary64_9570
sum-log_binary64_9717 div-sub_binary64_9631
sub-neg_binary64_9619 associate-+l-_binary64_9561 diff-log_binary64_9718 div-exp_binary64_9677 rem-log-exp_binary64_9667 prod-exp_binary64_9675 +-commutative_binary64_9556 pow-prod-down_binary64_9697 *-commutative_binary64_9557 cbrt-undiv_binary64_9660 unswap-sqr_binary64_9594 frac-2neg_binary64_9637 div-inv_binary64_9623 clear-num_binary64_9625 cbrt-unprod_binary64_9659
Counts
4 → 82
Calls

8 calls:

9.0ms
(/.f64 (log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))) t)
8.0ms
(+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))
6.0ms
(log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z))))
5.0ms
(*.f64 y (exp.f64 z))
0.0ms
(*.f64 y (exp.f64 z))

series638.0ms (5.7%)

Counts
4 → 42
Calls

4 calls:

358.0ms
(/.f64 (log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))) t)
163.0ms
(log.f64 (+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z))))
74.0ms
(+.f64 (-.f64 1 y) (*.f64 y (exp.f64 z)))
42.0ms
(*.f64 y (exp.f64 z))
Compiler

Compiled 1420 to 1207 computations (15% saved)

simplify79.0ms (0.7%)

Algorithm
egg-herbie
Counts
124 → 124
Iterations

Useful iterations: 0 (50.0ms)

IterNodesCost
050092582

prune218.0ms (2%)

Pruning

9 alts after pruning (9 fresh and 0 done)

PrunedKeptTotal
New1159124
Fresh000
Picked101
Done000
Total1169125
Error
0.2b
Counts
125 → 9
Compiler

Compiled 2709 to 1428 computations (47.3% saved)

localize10.0ms (0.1%)

Local error

Found 8 expressions with local error:

4.3b
(-.f64 (*.f64 y (exp.f64 z)) y)
0.0b
(*.f64 y (exp.f64 z))
0.0b
(/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t)
0.0b
(-.f64 x (/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t))
0.0b
(-.f64 x (/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t))
0.0b
(/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t)
0.0b
(*.f64 y (exp.f64 z))
4.3b
(-.f64 (*.f64 y (exp.f64 z)) y)

rewrite36.0ms (0.3%)

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt_binary64_9648
24×*-un-lft-identity_binary64_9626
22×add-cube-cbrt_binary64_9661
19×times-frac_binary64_9632
16×cancel-sign-sub-inv_binary64_9592
add-log-exp_binary64_9665 add-cbrt-cube_binary64_9662
add-exp-log_binary64_9664
pow1_binary64_9687
associate-*l*_binary64_9567 flip3--_binary64_9630 flip--_binary64_9601 associate-/l*_binary64_9571 associate-*r*_binary64_9566 associate-/r*_binary64_9570
sub-neg_binary64_9619 diff-log_binary64_9718 difference-of-squares_binary64_9595 associate-/l/_binary64_9573 div-inv_binary64_9623 div-sub_binary64_9631
div-exp_binary64_9677 prod-exp_binary64_9675 distribute-lft-out--_binary64_9578 pow-prod-down_binary64_9697 *-commutative_binary64_9557 cbrt-undiv_binary64_9660 unswap-sqr_binary64_9594 frac-2neg_binary64_9637 associate--r-_binary64_9565 clear-num_binary64_9625 cbrt-unprod_binary64_9659
Counts
4 → 90
Calls

8 calls:

11.0ms
(-.f64 x (/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t))
8.0ms
(/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t)
5.0ms
(-.f64 (*.f64 y (exp.f64 z)) y)
5.0ms
(*.f64 y (exp.f64 z))
0.0ms
(-.f64 x (/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t))

series514.0ms (4.6%)

Counts
4 → 54
Calls

4 calls:

258.0ms
(-.f64 x (/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t))
146.0ms
(/.f64 (-.f64 (*.f64 y (exp.f64 z)) y) t)
63.0ms
(-.f64 (*.f64 y (exp.f64 z)) y)
48.0ms
(*.f64 y (exp.f64 z))
Compiler

Compiled 961 to 859 computations (10.6% saved)

simplify75.0ms (0.7%)

Algorithm
egg-herbie
Counts
144 → 144
Iterations

Useful iterations: 0 (48.0ms)

IterNodesCost
050792190

prune107.0ms (1%)

Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New1422144
Fresh268
Picked011
Done000
Total1449153
Error
0.2b
Counts
153 → 9
Compiler

Compiled 2214 to 583 computations (73.7% saved)

localize10.0ms (0.1%)

Local error

Found 8 expressions with local error:

4.3b
(-.f64 (*.f64 y (exp.f64 z)) y)
0.1b
(*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t))
0.0b
(*.f64 y (exp.f64 z))
0.0b
(-.f64 x (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t)))
0.0b
(-.f64 x (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t)))
0.0b
(*.f64 y (exp.f64 z))
0.1b
(*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t))
4.3b
(-.f64 (*.f64 y (exp.f64 z)) y)

rewrite33.0ms (0.3%)

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt_binary64_9648
16×*-un-lft-identity_binary64_9626 associate-*r*_binary64_9566
15×add-cube-cbrt_binary64_9661
14×add-exp-log_binary64_9664
11×times-frac_binary64_9632 add-cbrt-cube_binary64_9662
add-log-exp_binary64_9665 pow1_binary64_9687
associate-*l*_binary64_9567
prod-exp_binary64_9675
flip3--_binary64_9630 flip--_binary64_9601 unswap-sqr_binary64_9594 cancel-sign-sub-inv_binary64_9592
cbrt-unprod_binary64_9659
associate-*l/_binary64_9569 sub-neg_binary64_9619 diff-log_binary64_9718 div-exp_binary64_9677 frac-times_binary64_9636 pow-prod-down_binary64_9697 *-commutative_binary64_9557
un-div-inv_binary64_9624 1-exp_binary64_9670 rec-exp_binary64_9676 cbrt-undiv_binary64_9660 div-inv_binary64_9623 associate-*r/_binary64_9568
Counts
4 → 84
Calls

8 calls:

13.0ms
(*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t))
6.0ms
(-.f64 (*.f64 y (exp.f64 z)) y)
5.0ms
(*.f64 y (exp.f64 z))
3.0ms
(-.f64 x (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t)))
0.0ms
(-.f64 x (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t)))

series530.0ms (4.7%)

Counts
4 → 54
Calls

4 calls:

269.0ms
(-.f64 x (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t)))
148.0ms
(*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (/.f64 1 t))
61.0ms
(-.f64 (*.f64 y (exp.f64 z)) y)
52.0ms
(*.f64 y (exp.f64 z))
Compiler

Compiled 1017 to 915 computations (10% saved)

simplify67.0ms (0.6%)

Algorithm
egg-herbie
Counts
138 → 138
Iterations

Useful iterations: 0 (44.0ms)

IterNodesCost
051531985

prune109.0ms (1%)

Pruning

10 alts after pruning (9 fresh and 1 done)

PrunedKeptTotal
New1362138
Fresh077
Picked011
Done101
Total13710147
Error
0.2b
Counts
147 → 10
Compiler

Compiled 2273 to 836 computations (63.2% saved)

localize14.0ms (0.1%)

Local error

Found 8 expressions with local error:

0.1b
(*.f64 (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (*.f64 (cbrt.f64 (/.f64 1 t)) (cbrt.f64 (/.f64 1 t)))) (cbrt.f64 (/.f64 1 t)))
0.1b
(*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (*.f64 (cbrt.f64 (/.f64 1 t)) (cbrt.f64 (/.f64 1 t))))
0.0b
(*.f64 y (exp.f64 z))
0.0b
(-.f64 x (*.f64 (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (*.f64 (cbrt.f64 (/.f64 1 t)) (cbrt.f64 (/.f64 1 t)))) (cbrt.f64 (/.f64 1 t))))
0.5b
(cbrt.f64 (/.f64 1 t))
0.5b
(cbrt.f64 (/.f64 1 t))
0.5b
(cbrt.f64 (/.f64 1 t))
4.3b
(-.f64 (*.f64 y (exp.f64 z)) y)

rewrite21.0ms (0.2%)

Algorithm
rewrite-expression-head
Rules
39×cbrt-prod_binary64_9657
27×times-frac_binary64_9632
26×add-sqr-sqrt_binary64_9648 add-cube-cbrt_binary64_9661 *-un-lft-identity_binary64_9626
add-log-exp_binary64_9665
pow1_binary64_9687 add-exp-log_binary64_9664 add-cbrt-cube_binary64_9662
pow1/3_binary64_9708 cancel-sign-sub-inv_binary64_9592 cbrt-div_binary64_9658 div-inv_binary64_9623
flip3--_binary64_9630 sub-neg_binary64_9619 diff-log_binary64_9718 flip--_binary64_9601
Counts
4 → 80
Calls

8 calls:

5.0ms
(-.f64 (*.f64 y (exp.f64 z)) y)
2.0ms
(cbrt.f64 (/.f64 1 t))
2.0ms
(cbrt.f64 (/.f64 1 t))
2.0ms
(cbrt.f64 (/.f64 1 t))
0.0ms
(-.f64 x (*.f64 (*.f64 (-.f64 (*.f64 y (exp.f64 z)) y) (*.f64 (cbrt.f64 (/.f64 1 t)) (cbrt.f64 (/.f64 1 t)))) (cbrt.f64 (/.f64 1 t))))

series290.0ms (2.6%)

Counts
4 → 18
Calls

4 calls:

76.0ms
(cbrt.f64 (/.f64 1 t))
72.0ms
(-.f64 (*.f64 y (exp.f64 z)) y)
71.0ms
(cbrt.f64 (/.f64 1 t))
70.0ms
(cbrt.f64 (/.f64 1 t))
Compiler

Compiled 812 to 714 computations (12.1% saved)

simplify90.0ms (0.8%)

Algorithm
egg-herbie
Counts
98 → 98
Iterations

Useful iterations: 0 (69.0ms)

IterNodesCost
049331200
149331200

prune130.0ms (1.2%)

Pruning

11 alts after pruning (9 fresh and 2 done)

PrunedKeptTotal
New97198
Fresh088
Picked011
Done011
Total9711108
Error
0.2b
Counts
108 → 11
Compiler

Compiled 2731 to 1638 computations (40% saved)

simplify147.0ms (1.3%)

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (130.0ms)

IterNodesCost
031611371
131611371

regimes702.0ms (6.3%)

Compiler

Compiled 5130 to 4189 computations (18.3% saved)

bsearch124.0ms (1.1%)

Steps
ItersRangePoint
7
7.97454170099151e-27
2.858722491203012e-25
1.4860099414128433e-25
0
3.602189116886651e-100
3.635059344424618e-100
3.6186242306556346e-100
8
-897.7383380720997
-2.069762033581559
-2.1038187295767012
8
-1.3027893752252653e+121
-8.952009622468315e+117
-1.8357328709070124e+119
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes296.0ms (2.6%)

Compiler

Compiled 1067 to 1133 computations (-6.2% saved)

bsearch101.0ms (0.9%)

Steps
ItersRangePoint
7
7.97454170099151e-27
2.858722491203012e-25
3.166500613542031e-26
0
3.602189116886651e-100
3.635059344424618e-100
3.6186242306556346e-100
5
-2.182049903189371e+19
-7.433934668847826e+18
-7.54713095206627e+18
8
-1.3027893752252653e+121
-8.952009622468315e+117
-1.7733074961087528e+120
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes311.0ms (2.8%)

Compiler

Compiled 977 to 1049 computations (-7.4% saved)

bsearch97.0ms (0.9%)

Steps
ItersRangePoint
7
7.97454170099151e-27
2.858722491203012e-25
1.8879958475170893e-26
0
3.602189116886651e-100
3.635059344424618e-100
3.6186242306556346e-100
5
-2.182049903189371e+19
-7.433934668847826e+18
-7.54713095206627e+18
8
-1.3027893752252653e+121
-8.952009622468315e+117
-4.9837992565992866e+120
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes283.0ms (2.5%)

Compiler

Compiled 821 to 905 computations (-10.2% saved)

bsearch72.0ms (0.6%)

Steps
ItersRangePoint
7
7.97454170099151e-27
2.858722491203012e-25
3.0625296486611856e-26
0
3.602189116886651e-100
3.635059344424618e-100
3.6186242306556346e-100
7
-0.052537966415851456
-0.00031753722337157916
-0.00032457589530225206
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes165.0ms (1.5%)

Compiler

Compiled 501 to 603 computations (-20.4% saved)

bsearch1.0ms (0%)

Compiler

Compiled 2 to 5 computations (-150% saved)

regimes171.0ms (1.5%)

Compiler

Compiled 441 to 549 computations (-24.5% saved)

bsearch120.0ms (1.1%)

Steps
ItersRangePoint
7
-2.069762033581559
-0.052537966415851456
-0.42839121498414795
9
-8.952009622468315e+117
-5.0294590232418064e+110
-8.833301672645869e+117
10
-1.8658876196669447e+182
-2.25904946196171e+169
-1.4482567749054308e+170
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes122.0ms (1.1%)

Compiler

Compiled 296 to 364 computations (-23% saved)

bsearch35.0ms (0.3%)

Steps
ItersRangePoint
7
-2.069762033581559
-0.052537966415851456
-0.24508819572771498
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes100.0ms (0.9%)

Compiler

Compiled 144 to 228 computations (-58.3% saved)

bsearch39.0ms (0.4%)

Steps
ItersRangePoint
10
-1.8486693132051382e+30
-2.182049903189371e+19
-3.260292623054553e+19
Compiler

Compiled 1 to 4 computations (-300% saved)

regimes38.0ms (0.3%)

Compiler

Compiled 24 to 108 computations (-350% saved)

bsearch0.0ms (0%)

regimes35.0ms (0.3%)

Compiler

Compiled 20 to 92 computations (-360% saved)

bsearch0.0ms (0%)

regimes33.0ms (0.3%)

Accuracy

Total 8.9b remaining (97.1%)

Threshold costs 0b (0%)

Compiler

Compiled 16 to 72 computations (-350% saved)

bsearch19.0ms (0.2%)

Compiler

Compiled 390 to 279 computations (28.5% saved)

simplify22.0ms (0.2%)

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (15.0ms)

IterNodesCost
0654542
1654542

end0.0ms (0%)

sample3.6s (31.9%)

Algorithm
intervals
Results
778.0ms1818×body1024valid
337.0ms1390×body512valid
282.0ms3727×body128valid
267.0ms319×body2048valid
108.0ms746×body256valid
76.0ms1563×body128nan
47.0ms272×body512nan
45.0ms824×body128overflowed
44.0ms167×body1024nan
18.0ms170×body256nan
1.0ms20×body128invalid
Compiler

Compiled 1313 to 1031 computations (21.5% saved)

Pareto

0.8858871522270806

Profiling

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