Details

Time bar (total: 5.0s)

sample34.0ms

Algorithm
intervals
Results
13.0ms267×body80valid

simplify32.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01115
11915
23615
34815
46615
57215
done7215

prune4.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 28.9b

Counts
2 → 1

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* c c) (* d d))
1.0b
(- (* b c) (* a d))
28.3b
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
9×times-frac
7×add-log-exp
5×add-exp-log add-cbrt-cube
3×pow1 associate-/r* associate-/l*
2×flip3-- flip3-+ associate-/r/ flip-- flip-+ associate-/l/
1×cbrt-undiv +-commutative sub-neg frac-2neg diff-log div-sub div-exp clear-num sum-log div-inv
Counts
3 → 55
Calls
3 calls:
4.0ms
(+ (* c c) (* d d))
6.0ms
(- (* b c) (* a d))
9.0ms
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

series47.0ms

Counts
3 → 9
Calls
3 calls:
6.0ms
(+ (* c c) (* d d))
11.0ms
(- (* b c) (* a d))
30.0ms
(/ (- (* b c) (* a d)) (+ (* c c) (* d d)))

simplify854.0ms

Counts
64 → 64
Iterations

Useful iterations: done (852.0ms)

IterNodesCost
01011120
12891097
21076981
33382981
done5000980

prune130.0ms

Filtered
49 candidates to 64 candidates (-30.6%)
Pruning

10 alts after pruning (10 fresh and 0 done)

PrunedKeptTotal
New541064
Fresh000
Picked101
Done000
Total551065

Merged error: 28.0b

Counts
65 → 10

localize14.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (* b c) (* a d))
18.6b
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
29.4b
(sqrt (+ (* c c) (* d d)))
29.4b
(sqrt (+ (* c c) (* d d)))

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
18×times-frac sqrt-prod
6×pow1 add-exp-log sqrt-div associate-/r* add-cbrt-cube add-log-exp
3×flip3-+ flip-+ associate-/l*
2×rem-sqrt-square flip3-- sqrt-pow1 pow1/2 associate-/r/ flip-- associate-/l/
1×cbrt-undiv sub-neg frac-2neg diff-log div-sub div-exp clear-num div-inv
Counts
4 → 86
Calls
4 calls:
7.0ms
(- (* b c) (* a d))
10.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
4.0ms
(sqrt (+ (* c c) (* d d)))
4.0ms
(sqrt (+ (* c c) (* d d)))

series64.0ms

Counts
4 → 12
Calls
4 calls:
11.0ms
(- (* b c) (* a d))
39.0ms
(/ (- (* b c) (* a d)) (sqrt (+ (* c c) (* d d))))
6.0ms
(sqrt (+ (* c c) (* d d)))
7.0ms
(sqrt (+ (* c c) (* d d)))

simplify734.0ms

Counts
98 → 98
Iterations

Useful iterations: done (731.0ms)

IterNodesCost
01201814
13111690
29511574
327801558
done50001557

prune147.0ms

Filtered
75 candidates to 98 candidates (-30.7%)
Pruning

12 alts after pruning (12 fresh and 0 done)

PrunedKeptTotal
New93598
Fresh279
Picked101
Done000
Total9612108

Merged error: 24.7b

Counts
108 → 12

localize12.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* c c) (* d d))
0.3b
(/ 1 (/ (+ (* c c) (* d d)) (- (* b c) (* a d))))
1.0b
(- (* b c) (* a d))
28.1b
(/ (+ (* c c) (* d d)) (- (* b c) (* a d)))

rewrite37.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
56×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
18×associate-/r*
17×add-exp-log
11×associate-/r/ add-cbrt-cube
8×div-exp add-log-exp
6×flip3-- flip-- div-inv associate-/l*
5×pow1
4×cbrt-undiv
2×rec-exp frac-2neg flip3-+ 1-exp clear-num flip-+ associate-/l/
1×+-commutative sub-neg pow-flip diff-log sum-log inv-pow
Counts
4 → 138
Calls
4 calls:
4.0ms
(+ (* c c) (* d d))
10.0ms
(/ 1 (/ (+ (* c c) (* d d)) (- (* b c) (* a d))))
4.0ms
(- (* b c) (* a d))
10.0ms
(/ (+ (* c c) (* d d)) (- (* b c) (* a d)))

series70.0ms

Counts
4 → 12
Calls
4 calls:
6.0ms
(+ (* c c) (* d d))
30.0ms
(/ 1 (/ (+ (* c c) (* d d)) (- (* b c) (* a d))))
11.0ms
(- (* b c) (* a d))
23.0ms
(/ (+ (* c c) (* d d)) (- (* b c) (* a d)))

simplify469.0ms

Counts
150 → 150
Iterations

Useful iterations: done (464.0ms)

IterNodesCost
02073684
15243478
218543127
done50013119

prune144.0ms

Filtered
88 candidates to 150 candidates (-70.5%)
Pruning

11 alts after pruning (10 fresh and 1 done)

PrunedKeptTotal
New1482150
Fresh3811
Picked011
Done000
Total15111162

Merged error: 24.7b

Counts
162 → 11

localize16.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (* b c) (* a d))
18.6b
(/ (sqrt (+ (* c c) (* d d))) (- (* b c) (* a d)))
29.4b
(sqrt (+ (* d d) (* c c)))
29.4b
(sqrt (+ (* c c) (* d d)))

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
21×add-cube-cbrt *-un-lft-identity
18×times-frac sqrt-prod
6×pow1 add-exp-log sqrt-div add-cbrt-cube associate-/l* add-log-exp
3×flip3-+ associate-/r* flip-+
2×rem-sqrt-square flip3-- sqrt-pow1 pow1/2 associate-/r/ flip-- associate-/l/
1×cbrt-undiv sub-neg frac-2neg diff-log div-exp clear-num div-inv
Counts
4 → 85
Calls
4 calls:
4.0ms
(- (* b c) (* a d))
10.0ms
(/ (sqrt (+ (* c c) (* d d))) (- (* b c) (* a d)))
4.0ms
(sqrt (+ (* d d) (* c c)))
6.0ms
(sqrt (+ (* c c) (* d d)))

series50.0ms

Counts
4 → 12
Calls
4 calls:
11.0ms
(- (* b c) (* a d))
26.0ms
(/ (sqrt (+ (* c c) (* d d))) (- (* b c) (* a d)))
6.0ms
(sqrt (+ (* d d) (* c c)))
6.0ms
(sqrt (+ (* c c) (* d d)))

simplify692.0ms

Counts
97 → 97
Iterations

Useful iterations: done (690.0ms)

IterNodesCost
01391782
13181664
28131562
321741548
done50001547

prune106.0ms

Filtered
75 candidates to 97 candidates (-29.3%)
Pruning

12 alts after pruning (10 fresh and 2 done)

PrunedKeptTotal
New96197
Fresh099
Picked011
Done011
Total9612108

Merged error: 24.7b

Counts
108 → 12

regimes360.0ms

Accuracy

-11.7% (3.7b remaining)

Error of 27.1b against oracle of 23.3b and baseline of 26.7b

bsearch23.0ms

Steps
ItersRangePoint
9
-1.3189260295586262e+29
-2.5920945801387674e+23
-1.3042646303164026e+29

simplify5.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02034
12834
23134
33434
done3434

end0.0ms

sample850.0ms

Algorithm
intervals
Results
420.0ms8461×body80valid

Profiling

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