Details

Time bar (total: 42.1s)

sample337.0ms

Algorithm
intervals
Results
127.0ms283×body80valid
7.0ms83×body80nan

simplify295.0ms

Counts
1 → 1
Iterations
IterNodes
done101
6101
592
472
353
236
121
012

prune49.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.4b

localize62.0ms

Local error

Found 4 expressions with local error:

0.6b
(- (* z z) (* t a))
3.8b
(* (* x y) z)
10.5b
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
26.4b
(sqrt (- (* z z) (* t a)))

rewrite391.0ms

Algorithm
rewrite-expression-head
Rules
18×add-exp-log add-cbrt-cube
11×add-sqr-sqrt
10×pow1 add-cube-cbrt *-un-lft-identity
sqrt-prod
times-frac prod-exp associate-/r* cbrt-unprod add-log-exp
sqrt-div
cbrt-undiv flip3-- div-exp associate-*r* pow-prod-down flip--
associate-/r/
sub-neg rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 diff-log associate-*l* clear-num *-commutative div-inv associate-/l*
Counts
4 → 76
Calls
4 calls:
34.0ms
(- (* z z) (* t a))
38.0ms
(* (* x y) z)
259.0ms
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
50.0ms
(sqrt (- (* z z) (* t a)))

series715.0ms

Counts
4 → 12
Calls
4 calls:
129.0ms
(- (* z z) (* t a))
47.0ms
(* (* x y) z)
223.0ms
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
316.0ms
(sqrt (- (* z z) (* t a)))

simplify5.8s

Counts
88 → 88
Iterations
IterNodes
done5004
21450
1360
0134

prune2.7s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.0b

localize393.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ z (sqrt (- (* z z) (* t a))))
0.6b
(- (* z z) (* t a))
2.3b
(* (* x y) (/ z (sqrt (- (* z z) (* t a)))))
26.4b
(sqrt (- (* z z) (* t a)))

rewrite252.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
34×add-sqr-sqrt
33×add-cube-cbrt *-un-lft-identity
24×associate-*r* sqrt-prod
18×add-exp-log add-cbrt-cube
10×pow1
sqrt-div prod-exp associate-/r* cbrt-unprod add-log-exp
flip3-- associate-/r/ flip--
cbrt-undiv div-exp pow-prod-down associate-/l*
div-inv
sub-neg rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 diff-log associate-*r/ associate-*l* clear-num *-commutative
Counts
4 → 112
Calls
4 calls:
41.0ms
(/ z (sqrt (- (* z z) (* t a))))
47.0ms
(- (* z z) (* t a))
89.0ms
(* (* x y) (/ z (sqrt (- (* z z) (* t a)))))
13.0ms
(sqrt (- (* z z) (* t a)))

series495.0ms

Counts
4 → 12
Calls
4 calls:
94.0ms
(/ z (sqrt (- (* z z) (* t a))))
80.0ms
(- (* z z) (* t a))
178.0ms
(* (* x y) (/ z (sqrt (- (* z z) (* t a)))))
142.0ms
(sqrt (- (* z z) (* t a)))

simplify5.7s

Counts
124 → 124
Iterations
IterNodes
done5000
21773
1473
0166

prune1.6s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 3.7b

localize42.0ms

Local error

Found 4 expressions with local error:

0.6b
(- (* z z) (* t a))
1.1b
(* y (/ z (sqrt (- (* z z) (* t a)))))
1.9b
(* x (* y (/ z (sqrt (- (* z z) (* t a))))))
26.4b
(sqrt (- (* z z) (* t a)))

rewrite210.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
25×associate-*r*
20×add-cube-cbrt *-un-lft-identity times-frac
18×add-exp-log add-cbrt-cube
13×sqrt-prod
12×pow1
prod-exp cbrt-unprod
associate-*l* add-log-exp
sqrt-div pow-prod-down
flip3-- associate-*r/ flip-- unswap-sqr
cbrt-undiv div-exp associate-/r/ *-commutative
sub-neg rem-sqrt-square sqrt-pow1 pow1/2 diff-log div-inv
Counts
4 → 92
Calls
4 calls:
15.0ms
(- (* z z) (* t a))
76.0ms
(* y (/ z (sqrt (- (* z z) (* t a)))))
95.0ms
(* x (* y (/ z (sqrt (- (* z z) (* t a))))))
18.0ms
(sqrt (- (* z z) (* t a)))

series605.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(- (* z z) (* t a))
217.0ms
(* y (/ z (sqrt (- (* z z) (* t a)))))
167.0ms
(* x (* y (/ z (sqrt (- (* z z) (* t a))))))
100.0ms
(sqrt (- (* z z) (* t a)))

simplify4.5s

Counts
104 → 104
Iterations
IterNodes
done5003
21363
1425
0161

prune1.0s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 3.7b

localize43.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (sqrt (- (* z z) (* t a))) z)
0.6b
(- (* z z) (* t a))
2.4b
(/ (* x y) (/ (sqrt (- (* z z) (* t a))) z))
26.4b
(sqrt (- (* z z) (* t a)))

rewrite156.0ms

Algorithm
rewrite-expression-head
Rules
76×times-frac
47×add-sqr-sqrt
46×add-cube-cbrt *-un-lft-identity
33×sqrt-prod
25×associate-/r*
18×add-exp-log add-cbrt-cube
cbrt-undiv div-exp associate-/l*
add-log-exp
pow1
sqrt-div div-inv
flip3-- flip--
frac-2neg prod-exp clear-num cbrt-unprod associate-/l/
sub-neg rem-sqrt-square sqrt-pow1 pow1/2 diff-log associate-/r/
Counts
4 → 132
Calls
4 calls:
37.0ms
(/ (sqrt (- (* z z) (* t a))) z)
17.0ms
(- (* z z) (* t a))
73.0ms
(/ (* x y) (/ (sqrt (- (* z z) (* t a))) z))
18.0ms
(sqrt (- (* z z) (* t a)))

series580.0ms

Counts
4 → 12
Calls
4 calls:
161.0ms
(/ (sqrt (- (* z z) (* t a))) z)
72.0ms
(- (* z z) (* t a))
209.0ms
(/ (* x y) (/ (sqrt (- (* z z) (* t a))) z))
138.0ms
(sqrt (- (* z z) (* t a)))

simplify5.2s

Counts
144 → 144
Iterations
IterNodes
done5000
21899
1558
0210

prune2.2s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 3.7b

regimes2.8s

Accuracy

86% (2.8b remaining)

Error of 6.0b against oracle of 3.2b and baseline of 23.1b

bsearch381.0ms

Steps
ItersRangePoint
9
1.6100917271418707e+137
6.896997489231346e+142
2.6835052906232983e+137
10
-2.473174617620054e+121
-1.6898447500521535e+111
-2.6901132879983587e+113

simplify11.0ms

Iterations
IterNodes
done29
229
126
021

end0.0ms

sample5.7s

Algorithm
intervals
Results
4.0s8840×body80valid
769.0ms2973×body80nan