Details

Time bar (total: 4.2s)

analyze340.0ms (8.2%)

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%74.9%25.1%5
0%62.4%37.6%6
0%31.2%68.8%7
0%31.2%68.8%8
0%31.2%68.8%9
0%28.1%71.9%10
6.1%20.4%73.5%11
6.1%20.4%73.5%12
7.7%18.8%73.5%13
9.2%16.6%74.3%14

sample52.0ms (1.3%)

Algorithm
intervals
Results
12.0ms179×body80valid
11.0ms30×body640valid
7.0ms23×body320valid
6.0msbody1280valid
2.0ms17×body160valid
1.0ms12×body80nan
0.0msbody80invalid

simplify125.0ms (3%)

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (123.0ms)

IterNodesCost
0521017

prune9.0ms (0.2%)

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 8.1b

Counts
2 → 1

localize14.0ms (0.3%)

Local error

Found 4 expressions with local error:

0.0b
(* (- z 1.0) (log (- 1.0 y)))
0.0b
(- (+ (* (- x 1.0) (log y)) (* (- z 1.0) (log (- 1.0 y)))) t)
0.1b
(* (- x 1.0) (log y))
6.6b
(log (- 1.0 y))

rewrite32.0ms (0.8%)

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
25×*-un-lft-identity
21×log-prod
13×add-cube-cbrt
11×pow1
10×associate-*l*
add-exp-log add-log-exp
distribute-rgt-in distribute-lft-in associate-*r* add-cbrt-cube
distribute-lft-out-- difference-of-squares
flip3-- associate-*l/ flip--
log-pow
log-div diff-log pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
sub-neg rem-log-exp associate--l+ sum-log
Counts
4 → 93
Calls

4 calls:

11.0ms
(- (+ (* (- x 1.0) (log y)) (* (- z 1.0) (log (- 1.0 y)))) t)
9.0ms
(* (- z 1.0) (log (- 1.0 y)))
7.0ms
(* (- x 1.0) (log y))
3.0ms
(log (- 1.0 y))

series58.0ms (1.4%)

Counts
4 → 12
Calls

4 calls:

39.0ms
(- (+ (* (- x 1.0) (log y)) (* (- z 1.0) (log (- 1.0 y)))) t)
9.0ms
(* (- x 1.0) (log y))
7.0ms
(* (- z 1.0) (log (- 1.0 y)))
3.0ms
(log (- 1.0 y))

simplify59.0ms (1.4%)

Algorithm
egg-herbie
Counts
105 → 105
Iterations

Useful iterations: 0 (49.0ms)

IterNodesCost
049791314
149791314

prune250.0ms (6%)

Pruning

7 alts after pruning (7 fresh and 0 done)

PrunedKeptTotal
New987105
Fresh000
Picked101
Done000
Total997106

Merged error: 0.0b

Counts
106 → 7

localize20.0ms (0.5%)

Local error

Found 3 expressions with local error:

0.0b
(- (+ (* (- x 1.0) (log y)) (* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (* y y) (* 1.0 1.0))))))) t)
0.0b
(+ (* (- x 1.0) (log y)) (* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (* y y) (* 1.0 1.0)))))))
0.1b
(* (- x 1.0) (log y))

rewrite34.0ms (0.8%)

Algorithm
rewrite-expression-head
Rules
22×flip3-- associate-*l/ flip--
18×log-prod
17×add-sqr-sqrt
16×frac-add
15×*-un-lft-identity
11×add-cube-cbrt
10×distribute-rgt-in distribute-lft-in add-log-exp
frac-times associate-+r+
associate--l+
pow1 associate-+l+
add-exp-log associate-*l* add-cbrt-cube
associate-*r/ associate-*r*
sub-neg
diff-log sum-log distribute-lft-out-- difference-of-squares
+-commutative flip3-+ pow-prod-down prod-exp log-pow *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
3 → 85
Calls

3 calls:

13.0ms
(- (+ (* (- x 1.0) (log y)) (* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (* y y) (* 1.0 1.0))))))) t)
11.0ms
(+ (* (- x 1.0) (log y)) (* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (* y y) (* 1.0 1.0)))))))
7.0ms
(* (- x 1.0) (log y))

series98.0ms (2.4%)

Counts
3 → 9
Calls

3 calls:

52.0ms
(- (+ (* (- x 1.0) (log y)) (* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (* y y) (* 1.0 1.0))))))) t)
36.0ms
(+ (* (- x 1.0) (log y)) (* (- z 1.0) (- (log 1.0) (+ (* 1.0 y) (* 1/2 (/ (* y y) (* 1.0 1.0)))))))
10.0ms
(* (- x 1.0) (log y))

simplify51.0ms (1.2%)

Algorithm
egg-herbie
Counts
94 → 94
Iterations

Useful iterations: 0 (33.0ms)

IterNodesCost
059813354

prune302.0ms (7.3%)

Pruning

6 alts after pruning (5 fresh and 1 done)

PrunedKeptTotal
New93194
Fresh246
Picked011
Done000
Total956101

Merged error: 0.0b

Counts
101 → 6

localize20.0ms (0.5%)

Local error

Found 4 expressions with local error:

0.3b
(+ (* (- x 1.0) (* 2 (log (cbrt y)))) (* (- x 1.0) (log (cbrt y))))
0.7b
(cbrt y)
0.7b
(cbrt y)
6.6b
(log (- 1.0 y))

rewrite23.0ms (0.6%)

Algorithm
rewrite-expression-head
Rules
41×log-prod
30×distribute-rgt-in distribute-lft-in
24×cbrt-prod associate-+l+
21×add-sqr-sqrt *-un-lft-identity
19×add-cube-cbrt
12×associate-+r+
associate-*l/
add-log-exp
pow1 add-exp-log flip3-- flip--
frac-add add-cbrt-cube
log-div pow1/3
+-commutative flip3-+ rem-log-exp sum-log log-pow flip-+ distribute-lft-out distribute-lft-out-- difference-of-squares
Counts
4 → 90
Calls

4 calls:

14.0ms
(+ (* (- x 1.0) (* 2 (log (cbrt y)))) (* (- x 1.0) (log (cbrt y))))
3.0ms
(log (- 1.0 y))
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series87.0ms (2.1%)

Counts
4 → 12
Calls

4 calls:

37.0ms
(+ (* (- x 1.0) (* 2 (log (cbrt y)))) (* (- x 1.0) (log (cbrt y))))
25.0ms
(cbrt y)
22.0ms
(cbrt y)
3.0ms
(log (- 1.0 y))

simplify29.0ms (0.7%)

Algorithm
egg-herbie
Counts
102 → 102
Iterations

Useful iterations: 0 (20.0ms)

IterNodesCost
054511184

prune245.0ms (5.9%)

Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New993102
Fresh134
Picked101
Done011
Total1017108

Merged error: 0.0b

Counts
108 → 7

localize28.0ms (0.7%)

Local error

Found 4 expressions with local error:

0.3b
(+ (* (- x 1.0) (* 2 (log (pow y 1/3)))) (* (- x 1.0) (log (cbrt y))))
0.7b
(cbrt y)
5.1b
(pow y 1/3)
6.6b
(log (- 1.0 y))

rewrite25.0ms (0.6%)

Algorithm
rewrite-expression-head
Rules
45×log-prod
34×distribute-rgt-in distribute-lft-in
28×associate-+l+
22×add-sqr-sqrt *-un-lft-identity
20×add-cube-cbrt
15×unpow-prod-down
12×associate-+r+
cbrt-prod
associate-*l/
pow1 add-exp-log add-log-exp
flip3-- flip-- sqr-pow
frac-add add-cbrt-cube
pow-unpow
log-div
+-commutative pow-to-exp pow-pow flip3-+ unpow1/3 pow1/3 rem-log-exp pow-exp sum-log log-pow flip-+ distribute-lft-out distribute-lft-out-- difference-of-squares
Counts
4 → 101
Calls

4 calls:

14.0ms
(+ (* (- x 1.0) (* 2 (log (pow y 1/3)))) (* (- x 1.0) (log (cbrt y))))
3.0ms
(log (- 1.0 y))
2.0ms
(pow y 1/3)
1.0ms
(cbrt y)

series95.0ms (2.3%)

Counts
4 → 12
Calls

4 calls:

47.0ms
(+ (* (- x 1.0) (* 2 (log (pow y 1/3)))) (* (- x 1.0) (log (cbrt y))))
23.0ms
(pow y 1/3)
22.0ms
(cbrt y)
3.0ms
(log (- 1.0 y))

simplify51.0ms (1.2%)

Algorithm
egg-herbie
Counts
113 → 113
Iterations

Useful iterations: 0 (41.0ms)

IterNodesCost
049501015
149501015

prune257.0ms (6.2%)

Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New1121113
Fresh145
Picked011
Done011
Total1137120

Merged error: 0.0b

Counts
120 → 7

regimes479.0ms (11.5%)

Accuracy

Total 0.3b remaining (79.8%)

Threshold costs 0.3b (79.8%)

bsearch0.0ms (0%)

simplify2.0ms (0.1%)

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
010629
110629

end0.0ms (0%)

sample1.4s (33%)

Algorithm
intervals
Results
405.0ms5785×body80valid
294.0ms806×body640valid
177.0ms256×body1280valid
168.0ms731×body320valid
63.0ms422×body160valid
21.0ms289×body80nan
2.0ms33×body80invalid

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