Details

Time bar (total: 4.8s)

sample39.0ms

Algorithm
intervals
Results
13.0ms283×body80valid
4.0ms98×body80nan

simplify5.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.7b

localize12.0ms

Local error

Found 4 expressions with local error:

0.8b
(- (* z z) (* t a))
3.9b
(* (* x y) z)
10.9b
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
26.2b
(sqrt (- (* z z) (* t a)))

rewrite79.0ms

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:
8.0ms
(- (* z z) (* t a))
17.0ms
(* (* x y) z)
42.0ms
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
9.0ms
(sqrt (- (* z z) (* t a)))

series311.0ms

Counts
4 → 12
Calls
4 calls:
39.0ms
(- (* z z) (* t a))
26.0ms
(* (* x y) z)
100.0ms
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
146.0ms
(sqrt (- (* z z) (* t a)))

simplify52.0ms

Counts
88 → 88

prune243.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 3.1b

localize13.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ z (sqrt (- (* z z) (* t a))))
0.8b
(- (* z z) (* t a))
2.4b
(* (* x y) (/ z (sqrt (- (* z z) (* t a)))))
26.2b
(sqrt (- (* z z) (* t a)))

rewrite85.0ms

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:
14.0ms
(/ z (sqrt (- (* z z) (* t a))))
8.0ms
(- (* z z) (* t a))
49.0ms
(* (* x y) (/ z (sqrt (- (* z z) (* t a)))))
9.0ms
(sqrt (- (* z z) (* t a)))

series256.0ms

Counts
4 → 12
Calls
4 calls:
55.0ms
(/ z (sqrt (- (* z z) (* t a))))
36.0ms
(- (* z z) (* t a))
96.0ms
(* (* x y) (/ z (sqrt (- (* z z) (* t a)))))
69.0ms
(sqrt (- (* z z) (* t a)))

simplify56.0ms

Counts
124 → 124

prune299.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 2.8b

localize13.0ms

Local error

Found 4 expressions with local error:

0.8b
(* x (* y (/ z (sqrt (- (* z z) (* t a))))))
0.8b
(- (* z z) (* t a))
1.5b
(* y (/ z (sqrt (- (* z z) (* t a)))))
26.2b
(sqrt (- (* z z) (* t a)))

rewrite113.0ms

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:
47.0ms
(* x (* y (/ z (sqrt (- (* z z) (* t a))))))
8.0ms
(- (* z z) (* t a))
40.0ms
(* y (/ z (sqrt (- (* z z) (* t a)))))
15.0ms
(sqrt (- (* z z) (* t a)))

series268.0ms

Counts
4 → 12
Calls
4 calls:
98.0ms
(* x (* y (/ z (sqrt (- (* z z) (* t a))))))
36.0ms
(- (* z z) (* t a))
66.0ms
(* y (/ z (sqrt (- (* z z) (* t a)))))
68.0ms
(sqrt (- (* z z) (* t a)))

simplify49.0ms

Counts
104 → 104

prune251.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 2.8b

localize33.0ms

Local error

Found 4 expressions with local error:

12.7b
(cbrt (* x (* y (/ z (sqrt (- (* z z) (* t a)))))))
26.2b
(sqrt (- (* z z) (* t a)))
26.2b
(sqrt (- (* z z) (* t a)))
26.2b
(sqrt (- (* z z) (* t a)))

rewrite70.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt
sqrt-prod
pow1 add-cube-cbrt *-un-lft-identity
sqrt-div
add-exp-log add-cbrt-cube add-log-exp
rem-sqrt-square flip3-- sqrt-pow1 pow1/2 flip--
associate-*r/
cbrt-prod cbrt-div pow1/3
Counts
4 → 55
Calls
4 calls:
41.0ms
(cbrt (* x (* y (/ z (sqrt (- (* z z) (* t a)))))))
9.0ms
(sqrt (- (* z z) (* t a)))
9.0ms
(sqrt (- (* z z) (* t a)))
9.0ms
(sqrt (- (* z z) (* t a)))

series426.0ms

Counts
4 → 12
Calls
4 calls:
227.0ms
(cbrt (* x (* y (/ z (sqrt (- (* z z) (* t a)))))))
67.0ms
(sqrt (- (* z z) (* t a)))
64.0ms
(sqrt (- (* z z) (* t a)))
67.0ms
(sqrt (- (* z z) (* t a)))

simplify60.0ms

Counts
67 → 67

prune271.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 2.8b

regimes410.0ms

Accuracy

87.3% (2.5b remaining)

Error of 6.0b against oracle of 3.5b and baseline of 23.0b

bsearch56.0ms

Steps
ItersRangePoint
1
2.7753413219507016e+156
2.949286285521596e+156
2.818827562843425e+156
9
-3.285142281572991e+120
-3.2249995708726854e+115
-5.1997141694493184e+116

simplify1.0ms

end0.0ms

sample1.3s

Algorithm
intervals
Results
572.0ms8864×body80valid
146.0ms2951×body80nan