Details

Time bar (total: 23.3s)

sample151.0ms

Algorithm
intervals
Results
75.0ms314×body80nan
34.0ms256×body80valid

simplify14.0ms

Counts
1 → 1
Iterations
IterNodes
done23
123
018

prune21.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.4b

localize38.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
0.4b
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
0.6b
(* (log base) (log base))
28.2b
(sqrt (+ (* re re) (* im im)))

rewrite117.0ms

Algorithm
rewrite-expression-head
Rules
28×add-sqr-sqrt
25×*-un-lft-identity
23×pow1 add-cube-cbrt
12×log-prod
10×add-cbrt-cube associate-*l* add-exp-log log-pow
times-frac
associate-*r*
distribute-rgt-in distribute-lft-in swap-sqr
add-log-exp
associate-/r* flip3-+ sqrt-prod flip-+ associate-/l*
sqrt-pow1 pow1/2 sqrt-div pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod unswap-sqr associate-/l/
pow2 cbrt-undiv rem-sqrt-square clear-num frac-2neg pow-plus div-exp pow-sqr pow-prod-up div-inv
Counts
4 → 110
Calls
4 calls:
22.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
54.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
25.0ms
(* (log base) (log base))
11.0ms
(sqrt (+ (* re re) (* im im)))

series582.0ms

Counts
4 → 12
Calls
4 calls:
147.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
162.0ms
(/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* (atan2 im re) 0.0)) (+ (* (log base) (log base)) (* 0.0 0.0)))
224.0ms
(* (log base) (log base))
48.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.1s

Counts
122 → 122
Iterations
IterNodes
done5000
22906
1507
0200

prune1.0s

Pruning

16 alts after pruning (16 fresh and 0 done)

Merged error: 7.0b

localize74.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ (+ (* (atan2 im re) 0.0) (* (log (sqrt (+ (* re re) (* im im)))) (log base))) (sqrt (+ (pow (log base) 2) (* 0.0 0.0))))
0.6b
(pow (log base) 2)
0.6b
(* (log base) (log base))
28.2b
(sqrt (+ (* re re) (* im im)))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
31×add-sqr-sqrt
30×*-un-lft-identity
28×add-cube-cbrt
20×pow1
18×times-frac
15×sqrt-prod
add-exp-log
add-cbrt-cube
log-pow
log-prod associate-/r* swap-sqr
unpow-prod-down sqrt-div associate-*r* associate-*l* add-log-exp
distribute-rgt-in pow-unpow distribute-lft-in flip3-+ flip-+ associate-/l*
associate-/r/ associate-/l/
pow2 pow-to-exp cbrt-undiv rem-sqrt-square clear-num pow-pow frac-2neg sqrt-pow1 pow-plus pow1/2 div-exp pow-prod-down pow-exp prod-exp pow-sqr *-commutative pow-prod-up cbrt-unprod div-inv unpow2 unswap-sqr sqr-pow
Counts
4 → 113
Calls
4 calls:
89.0ms
(/ (+ (* (atan2 im re) 0.0) (* (log (sqrt (+ (* re re) (* im im)))) (log base))) (sqrt (+ (pow (log base) 2) (* 0.0 0.0))))
3.0ms
(pow (log base) 2)
14.0ms
(* (log base) (log base))
7.0ms
(sqrt (+ (* re re) (* im im)))

series586.0ms

Counts
4 → 12
Calls
4 calls:
84.0ms
(/ (+ (* (atan2 im re) 0.0) (* (log (sqrt (+ (* re re) (* im im)))) (log base))) (sqrt (+ (pow (log base) 2) (* 0.0 0.0))))
220.0ms
(pow (log base) 2)
215.0ms
(* (log base) (log base))
66.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.5s

Counts
125 → 125
Iterations
IterNodes
done5000
22602
1499
0203

prune1.1s

Pruning

17 alts after pruning (16 fresh and 1 done)

Merged error: 5.0b

localize84.0ms

Local error

Found 4 expressions with local error:

0.4b
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
0.6b
(* (log base) (log base))
0.9b
(pow (log base) 4)
28.2b
(sqrt (+ (* re re) (* im im)))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
25×pow1
22×add-sqr-sqrt
19×*-un-lft-identity
17×add-cube-cbrt
12×log-prod
11×log-pow
10×associate-*l*
add-exp-log
add-cbrt-cube associate-*r*
distribute-rgt-in distribute-lft-in swap-sqr
unpow-prod-down add-log-exp
pow-unpow sqrt-prod
sqrt-pow1 pow1/2 sqrt-div pow-prod-down prod-exp *-commutative cbrt-unprod unswap-sqr
pow2 pow-to-exp rem-sqrt-square pow-pow flip3-+ pow-plus pow-exp pow-sqr pow-prod-up flip-+ sqr-pow
Counts
4 → 97
Calls
4 calls:
15.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
15.0ms
(* (log base) (log base))
4.0ms
(pow (log base) 4)
13.0ms
(sqrt (+ (* re re) (* im im)))

series725.0ms

Counts
4 → 12
Calls
4 calls:
109.0ms
(* (log (sqrt (+ (* re re) (* im im)))) (log base))
273.0ms
(* (log base) (log base))
292.0ms
(pow (log base) 4)
51.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.5s

Counts
109 → 109
Iterations
IterNodes
done5002
22518
1401
0155

prune1.3s

Pruning

19 alts after pruning (17 fresh and 2 done)

Merged error: 5.0b

localize50.0ms

Local error

Found 4 expressions with local error:

0.6b
(pow (log base) 2)
0.6b
(* (log base) (log base))
0.7b
(pow (/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* 0.0 (atan2 im re))) (sqrt (+ (pow (log base) 2) (* 0.0 0.0)))) 3)
28.2b
(sqrt (+ (* re re) (* im im)))

rewrite82.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
42×*-un-lft-identity
40×add-cube-cbrt
36×times-frac
28×unpow-prod-down
24×cube-prod
21×pow1 sqrt-prod
10×add-exp-log
add-cbrt-cube
log-pow
pow-unpow log-prod sqrt-div swap-sqr
associate-*r* associate-*l* associate-/r/ add-log-exp
distribute-rgt-in distribute-lft-in flip3-+ pow-exp flip-+
pow-to-exp pow-pow div-inv rem-cube-cbrt sqr-pow
cube-div pow2 cube-mult cbrt-undiv rem-sqrt-square sqrt-pow1 pow-plus pow1/2 unpow3 div-exp pow-prod-down prod-exp pow-sqr *-commutative pow-prod-up cbrt-unprod unpow2 unswap-sqr
Counts
4 → 138
Calls
4 calls:
5.0ms
(pow (log base) 2)
15.0ms
(* (log base) (log base))
41.0ms
(pow (/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* 0.0 (atan2 im re))) (sqrt (+ (pow (log base) 2) (* 0.0 0.0)))) 3)
13.0ms
(sqrt (+ (* re re) (* im im)))

series695.0ms

Counts
4 → 12
Calls
4 calls:
270.0ms
(pow (log base) 2)
240.0ms
(* (log base) (log base))
138.0ms
(pow (/ (+ (* (log (sqrt (+ (* re re) (* im im)))) (log base)) (* 0.0 (atan2 im re))) (sqrt (+ (pow (log base) 2) (* 0.0 0.0)))) 3)
46.0ms
(sqrt (+ (* re re) (* im im)))

simplify2.2s

Counts
150 → 150
Iterations
IterNodes
done5000
24190
1895
0243

prune1.2s

Pruning

22 alts after pruning (20 fresh and 2 done)

Merged error: 4.7b

regimes1.2s

Accuracy

47.2% (14.9b remaining)

Error of 18.6b against oracle of 3.7b and baseline of 31.9b

bsearch633.0ms

Steps
ItersRangePoint
10
117332107226.37881
6.552973658657202e+20
6.45957920562455e+20
8
3.4855366291793885e-176
3.901630353191231e-172
6.773165473524224e-176
9
5.8289788190227e-236
8.696307363036179e-231
2.521155375520642e-231
8
-769416.9694931002
-176.46382879882907
-732279.7988286485

simplify23.0ms

Iterations
IterNodes
done75
175
059

end0.0ms

sample4.1s

Algorithm
intervals
Results
2.0s7990×body80nan
1.3s8000×body80valid