Details

Time bar (total: 20.2s)

sample70.0ms

Algorithm
intervals
Results
33.0ms264×body80valid

simplify251.0ms

Counts
1 → 1
Iterations
IterNodes
done70
570
466
348
236
119
011

prune19.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 29.4b

localize121.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* c c) (* d d))
0.2b
(- (* b c) (* a d))
28.8b
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

rewrite154.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-log-exp
add-cbrt-cube add-exp-log
pow1 associate-/r* insert-posit16 associate-/l*
flip3-+ flip3-- associate-/r/ flip-+ flip-- associate-/l/
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg diff-log div-sub div-exp div-inv
Counts
3 → 58
Calls
3 calls:
28.0ms
(+ (* c c) (* d d))
29.0ms
(- (* b c) (* a d))
91.0ms
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

series380.0ms

Counts
3 → 9
Calls
3 calls:
61.0ms
(+ (* c c) (* d d))
89.0ms
(- (* b c) (* a d))
229.0ms
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

simplify2.5s

Counts
67 → 67
Iterations
IterNodes
done5000
21114
1303
0102

prune889.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 28.6b

localize152.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b c) (* a d))
18.9b
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
28.5b
(sqrt (+ (* c c) (* d d)))
28.5b
(sqrt (+ (* c c) (* d d)))

rewrite180.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×*-un-lft-identity add-cube-cbrt
18×times-frac sqrt-prod
pow1 associate-/r* add-cbrt-cube sqrt-div add-exp-log add-log-exp
insert-posit16
flip3-+ flip-+ associate-/l*
rem-sqrt-square sqrt-pow1 flip3-- pow1/2 associate-/r/ flip-- associate-/l/
cbrt-undiv clear-num sub-neg frac-2neg diff-log div-sub div-exp div-inv
Counts
4 → 90
Calls
4 calls:
31.0ms
(- (* b c) (* a d))
84.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
28.0ms
(sqrt (+ (* c c) (* d d)))
28.0ms
(sqrt (+ (* c c) (* d d)))

series503.0ms

Counts
4 → 12
Calls
4 calls:
80.0ms
(- (* b c) (* a d))
292.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
70.0ms
(sqrt (+ (* c c) (* d d)))
61.0ms
(sqrt (+ (* c c) (* d d)))

simplify4.6s

Counts
102 → 102
Iterations
IterNodes
done5002
32615
2902
1311
0121

prune1.1s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 24.9b

localize75.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* d d) (* c c))
0.2b
(- (* b c) (* a d))
28.8b
(/ (- (* b c) (* a d)) (+ (* d d) (* c c)))

rewrite91.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-log-exp
add-cbrt-cube add-exp-log
pow1 associate-/r* insert-posit16 associate-/l*
flip3-+ flip3-- associate-/r/ flip-+ flip-- associate-/l/
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg diff-log div-sub div-exp div-inv
Counts
3 → 58
Calls
3 calls:
17.0ms
(+ (* d d) (* c c))
19.0ms
(- (* b c) (* a d))
53.0ms
(/ (- (* b c) (* a d)) (+ (* d d) (* c c)))

series257.0ms

Counts
3 → 9
Calls
3 calls:
38.0ms
(+ (* d d) (* c c))
60.0ms
(- (* b c) (* a d))
158.0ms
(/ (- (* b c) (* a d)) (+ (* d d) (* c c)))

simplify1.9s

Counts
67 → 67
Iterations
IterNodes
done5000
21113
1303
0102

prune657.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 24.9b

localize88.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* d d) (* c c))
0.2b
(- (* b c) (* a d))
0.3b
(/ 1 (/ (+ (* d d) (* c c)) (- (* b c) (* a d))))
28.7b
(/ (+ (* d d) (* c c)) (- (* b c) (* a d)))

rewrite163.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
56×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
18×associate-/r*
17×add-exp-log
11×add-cbrt-cube associate-/r/
div-exp add-log-exp
flip3-- div-inv flip-- associate-/l*
pow1
cbrt-undiv insert-posit16
rec-exp clear-num frac-2neg flip3-+ 1-exp flip-+ associate-/l/
+-commutative sum-log sub-neg diff-log pow-flip inv-pow
Counts
4 → 142
Calls
4 calls:
18.0ms
(+ (* d d) (* c c))
17.0ms
(- (* b c) (* a d))
51.0ms
(/ 1 (/ (+ (* d d) (* c c)) (- (* b c) (* a d))))
67.0ms
(/ (+ (* d d) (* c c)) (- (* b c) (* a d)))

series388.0ms

Counts
4 → 12
Calls
4 calls:
39.0ms
(+ (* d d) (* c c))
60.0ms
(- (* b c) (* a d))
184.0ms
(/ 1 (/ (+ (* d d) (* c c)) (- (* b c) (* a d))))
104.0ms
(/ (+ (* d d) (* c c)) (- (* b c) (* a d)))

simplify2.3s

Counts
154 → 154
Iterations
IterNodes
done5001
21647
1570
0209

prune1.3s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 24.9b

regimes843.0ms

Accuracy

-1.5% (3.2b remaining)

Error of 26.5b against oracle of 23.3b and baseline of 26.4b

bsearch74.0ms

Steps
ItersRangePoint
4
2.99988769581893e+36
5.314606313626179e+36
5.2422713568197025e+36
8
-7.171553699074835e+91
-1.194776095236265e+88
-7.846283352613039e+90

simplify15.0ms

Iterations
IterNodes
done26
126
022

end0.0ms

sample1.2s

Algorithm
intervals
Results
866.0ms8412×body80valid