Details

Time bar (total: 9.5s)

sample74.0ms

Algorithm
intervals
Results
28.0ms276×body80valid
7.0ms78×body80nan

simplify100.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (11.0ms)

IterNodesCost
02038
13538
26537
311437
413637
514837
614937
done14937

prune13.0ms

Filtered
1 candidates to 1 candidates (0.0%)
Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New011
Fresh101
Picked000
Done000
Total112

Merged error: 18.2b

Counts
2 → 1

localize23.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (* b b) (* (* 4.0 a) c))
1.7b
(- (sqrt (- (* b b) (* (* 4.0 a) c))) b)
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt
*-un-lft-identity add-log-exp
sqrt-prod
pow1 add-cube-cbrt
add-exp-log flip3-- sqrt-div add-cbrt-cube flip--
sub-neg rem-sqrt-square sqrt-pow1 pow1/2 diff-log difference-of-squares
distribute-lft-out--
Counts
4 → 57
Calls
4 calls:
4.0ms
(- (* b b) (* (* 4.0 a) c))
8.0ms
(- (sqrt (- (* b b) (* (* 4.0 a) c))) b)
4.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
6.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

series69.0ms

Counts
4 → 12
Calls
4 calls:
9.0ms
(- (* b b) (* (* 4.0 a) c))
16.0ms
(- (sqrt (- (* b b) (* (* 4.0 a) c))) b)
19.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
24.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

simplify1.4s

Counts
69 → 69
Iterations

Useful iterations: 3 (374.0ms)

IterNodesCost
0911130
12031004
2669944
32445936
done5000936

prune194.0ms

Filtered
53 candidates to 69 candidates (-30.2%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New61869
Fresh000
Picked101
Done000
Total62870

Merged error: 8.2b

Counts
70 → 8

localize24.0ms

Local error

Found 4 expressions with local error:

1.7b
(- (sqrt (- (* b b) (* (* 4.0 a) c))) b)
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
10×sqrt-prod
*-un-lft-identity
pow1 add-cube-cbrt
sqrt-div add-log-exp
add-exp-log flip3-- add-cbrt-cube flip--
rem-sqrt-square sqrt-pow1 pow1/2
difference-of-squares
sub-neg diff-log distribute-lft-out--
Counts
4 → 60
Calls
4 calls:
8.0ms
(- (sqrt (- (* b b) (* (* 4.0 a) c))) b)
4.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
7.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
4.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

series61.0ms

Counts
4 → 12
Calls
4 calls:
16.0ms
(- (sqrt (- (* b b) (* (* 4.0 a) c))) b)
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

simplify1.5s

Counts
72 → 72
Iterations

Useful iterations: 3 (300.0ms)

IterNodesCost
0811195
11841036
2581994
32012984
done5000984

prune245.0ms

Filtered
58 candidates to 72 candidates (-24.1%)
Pruning

9 alts after pruning (8 fresh and 1 done)

PrunedKeptTotal
New71172
Fresh077
Picked011
Done000
Total71980

Merged error: 8.2b

Counts
80 → 9

localize33.0ms

Local error

Found 4 expressions with local error:

21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt sqrt-prod
pow1 add-cube-cbrt *-un-lft-identity sqrt-div
add-exp-log rem-sqrt-square flip3-- sqrt-pow1 pow1/2 add-cbrt-cube flip-- add-log-exp
Counts
4 → 60
Calls
4 calls:
5.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
5.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
5.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
5.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

series60.0ms

Counts
4 → 12
Calls
4 calls:
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

simplify1.5s

Counts
72 → 72
Iterations

Useful iterations: 3 (234.0ms)

IterNodesCost
0531140
11271012
2420940
31644932
done5000932

prune356.0ms

Filtered
60 candidates to 72 candidates (-20.0%)
Pruning

9 alts after pruning (7 fresh and 2 done)

PrunedKeptTotal
New72072
Fresh077
Picked011
Done011
Total72981

Merged error: 8.2b

Counts
81 → 9

localize27.0ms

Local error

Found 4 expressions with local error:

11.0b
(- (* (fabs (cbrt (- (* b b) (* (* 4.0 a) c)))) (sqrt (cbrt (- (* b b) (* (* 4.0 a) c))))) b)
21.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))
22.6b
(cbrt (- (* b b) (* (* 4.0 a) c)))
22.6b
(cbrt (- (* b b) (* (* 4.0 a) c)))

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
add-cube-cbrt *-un-lft-identity
cbrt-prod add-log-exp
pow1
add-exp-log cbrt-div flip3-- add-cbrt-cube flip--
sqrt-prod
pow1/3 sqrt-div
sub-neg rem-sqrt-square sqrt-pow1 pow1/2 diff-log
Counts
4 → 53
Calls
4 calls:
9.0ms
(- (* (fabs (cbrt (- (* b b) (* (* 4.0 a) c)))) (sqrt (cbrt (- (* b b) (* (* 4.0 a) c))))) b)
4.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
4.0ms
(cbrt (- (* b b) (* (* 4.0 a) c)))
4.0ms
(cbrt (- (* b b) (* (* 4.0 a) c)))

series108.0ms

Counts
4 → 12
Calls
4 calls:
36.0ms
(- (* (fabs (cbrt (- (* b b) (* (* 4.0 a) c)))) (sqrt (cbrt (- (* b b) (* (* 4.0 a) c))))) b)
15.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
26.0ms
(cbrt (- (* b b) (* (* 4.0 a) c)))
31.0ms
(cbrt (- (* b b) (* (* 4.0 a) c)))

simplify1.4s

Counts
65 → 65
Iterations

Useful iterations: 3 (552.0ms)

IterNodesCost
01511492
13481412
210221194
334731147
done50001147

prune209.0ms

Filtered
56 candidates to 65 candidates (-16.1%)
Pruning

10 alts after pruning (7 fresh and 3 done)

PrunedKeptTotal
New64165
Fresh066
Picked011
Done022
Total641074

Merged error: 8.2b

Counts
74 → 10

regimes318.0ms

Accuracy

91.7% (1.0b remaining)

Error of 9.0b against oracle of 8.0b and baseline of 20.3b

bsearch66.0ms

Steps
ItersRangePoint
6
1.1487243557305423e+102
6.148420459531844e+102
1.1692565862096847e+102
9
-1.589409284886386e+110
-1.5966504054646543e+104
-1.5601353151121372e+110

simplify4.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
042132
147132
done47132

end0.0ms

sample1.5s

Algorithm
intervals
Results
806.0ms8720×body80valid
263.0ms2972×body80nan

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