Details

Time bar (total: 8.2s)

sample50.0ms

Algorithm
intervals
Results
17.0ms283×body80valid
5.0ms96×body80nan

simplify6.0ms

Counts
1 → 1

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 24.9b

localize27.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (* z z) (* t a))
4.2b
(* (* x y) z)
10.1b
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
23.8b
(sqrt (- (* z z) (* t a)))

rewrite98.0ms

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))
18.0ms
(* (* x y) z)
40.0ms
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
30.0ms
(sqrt (- (* z z) (* t a)))

series299.0ms

Counts
4 → 12
Calls
4 calls:
43.0ms
(- (* z z) (* t a))
42.0ms
(* (* x y) z)
124.0ms
(/ (* (* x y) z) (sqrt (- (* z z) (* t a))))
90.0ms
(sqrt (- (* z z) (* t a)))

simplify68.0ms

Counts
88 → 88

prune394.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 4.2b

localize13.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (sqrt (- (* z z) (* t a))) z)
1.0b
(- (* z z) (* t a))
3.6b
(/ (* x y) (/ (sqrt (- (* z z) (* t a))) z))
23.8b
(sqrt (- (* z z) (* t a)))

rewrite94.0ms

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:
18.0ms
(/ (sqrt (- (* z z) (* t a))) z)
8.0ms
(- (* z z) (* t a))
51.0ms
(/ (* x y) (/ (sqrt (- (* z z) (* t a))) z))
12.0ms
(sqrt (- (* z z) (* t a)))

series401.0ms

Counts
4 → 12
Calls
4 calls:
125.0ms
(/ (sqrt (- (* z z) (* t a))) z)
48.0ms
(- (* z z) (* t a))
147.0ms
(/ (* x y) (/ (sqrt (- (* z z) (* t a))) z))
79.0ms
(sqrt (- (* z z) (* t a)))

simplify52.0ms

Counts
144 → 144

prune570.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 4.2b

localize21.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (* z z) (* t a))
1.4b
(* (/ x (sqrt 1)) (/ y (/ (sqrt (- (* z z) (* t a))) z)))
1.6b
(/ y (/ (sqrt (- (* z z) (* t a))) z))
23.8b
(sqrt (- (* z z) (* t a)))

rewrite190.0ms

Algorithm
rewrite-expression-head
Rules
308×times-frac
216×add-sqr-sqrt
159×*-un-lft-identity
155×add-cube-cbrt
87×sqrt-prod
71×associate-*r*
30×add-exp-log add-cbrt-cube
22×associate-*l* associate-/r*
16×unswap-sqr
12×cbrt-undiv div-exp
10×div-inv
pow1
prod-exp cbrt-unprod add-log-exp
associate-/l*
flip3-- sqrt-div associate-/r/ flip--
frac-times sub-neg rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 diff-log associate-*r/ pow-prod-down associate-*l/ clear-num *-commutative
Counts
4 → 266
Calls
4 calls:
14.0ms
(- (* z z) (* t a))
111.0ms
(* (/ x (sqrt 1)) (/ y (/ (sqrt (- (* z z) (* t a))) z)))
30.0ms
(/ y (/ (sqrt (- (* z z) (* t a))) z))
16.0ms
(sqrt (- (* z z) (* t a)))

series307.0ms

Counts
4 → 12
Calls
4 calls:
36.0ms
(- (* z z) (* t a))
126.0ms
(* (/ x (sqrt 1)) (/ y (/ (sqrt (- (* z z) (* t a))) z)))
77.0ms
(/ y (/ (sqrt (- (* z z) (* t a))) z))
68.0ms
(sqrt (- (* z z) (* t a)))

simplify48.0ms

Counts
278 → 278

prune1.2s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 4.2b

localize21.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ 1 (/ z (sqrt (- (* z z) (* t a)))))
1.0b
(- (* z z) (* t a))
3.6b
(/ (* x y) (/ 1 (/ z (sqrt (- (* z z) (* t a))))))
23.8b
(sqrt (- (* z z) (* t a)))

rewrite118.0ms

Algorithm
rewrite-expression-head
Rules
473×times-frac
211×add-sqr-sqrt
210×add-cube-cbrt *-un-lft-identity
101×associate-/r*
93×sqrt-prod
60×add-exp-log
35×div-exp
30×add-cbrt-cube
24×associate-/r/
22×sqrt-div
15×cbrt-undiv
14×div-inv
12×flip3-- flip--
prod-exp
pow1 rec-exp 1-exp add-log-exp
associate-/l*
cbrt-unprod
frac-2neg clear-num
sub-neg rem-sqrt-square pow-flip sqrt-pow1 pow1/2 diff-log inv-pow
Counts
4 → 333
Calls
4 calls:
33.0ms
(/ 1 (/ z (sqrt (- (* z z) (* t a)))))
14.0ms
(- (* z z) (* t a))
42.0ms
(/ (* x y) (/ 1 (/ z (sqrt (- (* z z) (* t a))))))
9.0ms
(sqrt (- (* z z) (* t a)))

series333.0ms

Counts
4 → 12
Calls
4 calls:
103.0ms
(/ 1 (/ z (sqrt (- (* z z) (* t a)))))
37.0ms
(- (* z z) (* t a))
119.0ms
(/ (* x y) (/ 1 (/ z (sqrt (- (* z z) (* t a))))))
74.0ms
(sqrt (- (* z z) (* t a)))

simplify71.0ms

Counts
345 → 345

prune1.4s

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 4.2b

regimes308.0ms

Accuracy

83.4% (3.2b remaining)

Error of 6.8b against oracle of 3.6b and baseline of 22.9b

bsearch101.0ms

Steps
ItersRangePoint
10
1.4858361027123378e+98
9.96483424774545e+111
7.526056547081697e+111
7
-4.287196334141863e+154
-6.101264141099722e+152
-2.9089074239006997e+153

simplify21.0ms

end0.0ms

sample1.9s

Algorithm
intervals
Results
882.0ms8880×body80valid
210.0ms3001×body80nan