Details

Time bar (total: 16.4s)

sample45.0ms

Algorithm
intervals
Results
25.0ms256×body80valid

simplify5.0ms

Counts
1 → 1
Iterations
IterNodes
done11
111
010

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 30.9b

localize39.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* re re) (* im im))
0.6b
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10.0))
28.5b
(sqrt (+ (* re re) (* im im)))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
24×times-frac
22×log-pow
21×pow1
17×add-sqr-sqrt
16×*-un-lft-identity add-cube-cbrt
sqrt-pow1 pow1/2 associate-/l*
add-cbrt-cube add-exp-log add-log-exp
associate-/r* sqrt-div
flip3-+ sqrt-prod flip-+
log-div div-sub
cbrt-undiv +-commutative rem-sqrt-square clear-num sum-log frac-2neg div-exp div-inv
Counts
3 → 74
Calls
3 calls:
6.0ms
(+ (* re re) (* im im))
36.0ms
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10.0))
13.0ms
(sqrt (+ (* re re) (* im im)))

series278.0ms

Counts
3 → 9
Calls
3 calls:
39.0ms
(+ (* re re) (* im im))
188.0ms
(/ (log (sqrt (+ (* re re) (* im im)))) (log 10.0))
50.0ms
(sqrt (+ (* re re) (* im im)))

simplify839.0ms

Counts
83 → 83
Iterations
IterNodes
done5001
21092
1277
0125

prune479.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 3.9b

localize29.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* re re) (* im im))
0.3b
(* (/ 1/2 (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0))))
0.5b
(/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))
29.7b
(log (+ (* re re) (* im im)))

rewrite127.0ms

Algorithm
rewrite-expression-head
Rules
89×times-frac
83×add-sqr-sqrt
54×sqrt-prod
53×*-un-lft-identity add-cube-cbrt
34×pow1
32×associate-*r*
28×log-pow
25×associate-*l*
19×add-exp-log
18×add-cbrt-cube
unswap-sqr
associate-/r*
add-log-exp
cbrt-undiv div-exp
log-div prod-exp cbrt-unprod associate-/l*
log-prod flip3-+ flip-+ div-inv
div-sub
frac-times +-commutative clear-num sum-log frac-2neg rem-log-exp pow-prod-down associate-*l/ associate-*r/ *-commutative
Counts
4 → 164
Calls
4 calls:
12.0ms
(+ (* re re) (* im im))
78.0ms
(* (/ 1/2 (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0))))
21.0ms
(/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))
10.0ms
(log (+ (* re re) (* im im)))

series561.0ms

Counts
4 → 12
Calls
4 calls:
47.0ms
(+ (* re re) (* im im))
177.0ms
(* (/ 1/2 (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0))))
265.0ms
(/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))
71.0ms
(log (+ (* re re) (* im im)))

simplify1.9s

Counts
176 → 176
Iterations
IterNodes
done5000
23117
1605
0214

prune943.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 3.7b

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* re re) (* im im))
0.3b
(* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10.0))))
0.3b
(* (/ 1/2 (sqrt (log 10.0))) (* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10.0)))))
29.7b
(log (+ (* re re) (* im im)))

rewrite109.0ms

Algorithm
rewrite-expression-head
Rules
49×add-exp-log
46×add-sqr-sqrt times-frac
36×*-un-lft-identity
34×add-cube-cbrt
30×add-cbrt-cube
29×associate-*l*
26×associate-*r* sqrt-prod
22×prod-exp
19×pow1
12×cbrt-unprod
11×div-exp
log-pow
cbrt-undiv add-log-exp
associate-*r/ unswap-sqr
pow-prod-down
rec-exp log-prod 1-exp un-div-inv
frac-times log-div flip3-+ *-commutative flip-+ div-inv
+-commutative sum-log rem-log-exp associate-*l/
Counts
4 → 133
Calls
4 calls:
13.0ms
(+ (* re re) (* im im))
23.0ms
(* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10.0))))
57.0ms
(* (/ 1/2 (sqrt (log 10.0))) (* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10.0)))))
5.0ms
(log (+ (* re re) (* im im)))

series600.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(+ (* re re) (* im im))
280.0ms
(* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10.0))))
219.0ms
(* (/ 1/2 (sqrt (log 10.0))) (* (log (+ (* re re) (* im im))) (/ 1 (sqrt (log 10.0)))))
71.0ms
(log (+ (* re re) (* im im)))

simplify3.2s

Counts
145 → 145
Iterations
IterNodes
done5000
23589
1633
0221

prune769.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 3.7b

localize39.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (/ (sqrt 1/2) (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0))))
0.5b
(/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))
0.5b
(* (/ (sqrt 1/2) 1) (* (/ (sqrt 1/2) (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))))
29.7b
(log (+ (* re re) (* im im)))

rewrite279.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
131×add-sqr-sqrt
107×sqrt-prod
79×*-un-lft-identity add-cube-cbrt
78×add-exp-log
68×associate-*l*
59×add-cbrt-cube
42×pow1
33×associate-*r*
31×prod-exp log-pow
27×div-exp
22×cbrt-unprod
18×cbrt-undiv
15×unswap-sqr
associate-/r*
frac-times associate-*r/
1-exp
log-div pow-prod-down associate-*l/ div-inv associate-/l* add-log-exp
log-prod
flip3-+ div-sub *-commutative flip-+
clear-num frac-2neg rem-log-exp
Counts
4 → 245
Calls
4 calls:
91.0ms
(* (/ (sqrt 1/2) (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0))))
40.0ms
(/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))
115.0ms
(* (/ (sqrt 1/2) 1) (* (/ (sqrt 1/2) (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))))
10.0ms
(log (+ (* re re) (* im im)))

series896.0ms

Counts
4 → 12
Calls
4 calls:
256.0ms
(* (/ (sqrt 1/2) (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0))))
241.0ms
(/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))
303.0ms
(* (/ (sqrt 1/2) 1) (* (/ (sqrt 1/2) (sqrt (log 10.0))) (/ (log (+ (* re re) (* im im))) (sqrt (log 10.0)))))
96.0ms
(log (+ (* re re) (* im im)))

simplify1.2s

Counts
257 → 257
Iterations
IterNodes
done5000
1953
0311

prune1.5s

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 3.7b

regimes997.0ms

Accuracy

58.7% (10.3b remaining)

Error of 17.3b against oracle of 7.0b and baseline of 32.0b

bsearch154.0ms

Steps
ItersRangePoint
10
5.983110960818372e+78
5.424691173039659e+92
5.714402214507161e+91
4
-1.8700852155488777e+100
-1.0341250558666946e+100
-1.3008124389926461e+100

simplify16.0ms

Iterations
IterNodes
done44
144
033

end0.0ms

sample1.3s

Algorithm
intervals
Results
1.1s8000×body80valid