Details

Time bar (total: 11.8s)

sample45.0ms

Algorithm
intervals
Results
20.0ms256×body80valid

simplify509.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.1b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(- x (/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t))))
1.1b
(- (* (* z 2.0) z) (* y t))
18.3b
(/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t)))

rewrite141.0ms

Algorithm
rewrite-expression-head
Rules
12×add-exp-log add-cbrt-cube
add-sqr-sqrt *-un-lft-identity add-log-exp
add-cube-cbrt
pow1 cbrt-undiv flip3-- times-frac div-exp prod-exp associate-/r* flip-- cbrt-unprod
sub-neg diff-log associate-/r/
frac-2neg clear-num div-inv associate-/l* distribute-lft-out-- difference-of-squares
Counts
3 → 51
Calls
3 calls:
64.0ms
(- x (/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t))))
18.0ms
(- (* (* z 2.0) z) (* y t))
56.0ms
(/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t)))

series393.0ms

Counts
3 → 9
Calls
3 calls:
124.0ms
(- x (/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t))))
50.0ms
(- (* (* z 2.0) z) (* y t))
218.0ms
(/ (* (* y 2.0) z) (- (* (* z 2.0) z) (* y t)))

simplify627.0ms

Counts
60 → 60

prune204.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 3.2b

localize27.0ms

Local error

Found 4 expressions with local error:

5.1b
(/ (* y 2.0) (* (cbrt (- (* (* z 2.0) z) (* y t))) (cbrt (- (* (* z 2.0) z) (* y t)))))
22.1b
(cbrt (- (* (* z 2.0) z) (* y t)))
22.1b
(cbrt (- (* (* z 2.0) z) (* y t)))
22.1b
(cbrt (- (* (* z 2.0) z) (* y t)))

rewrite154.0ms

Algorithm
rewrite-expression-head
Rules
18×cbrt-div
16×add-exp-log
12×add-cbrt-cube
cbrt-prod flip3-- flip--
associate-/r/
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
pow1 cbrt-undiv frac-times div-exp prod-exp cbrt-unprod add-log-exp
pow1/3
associate-*r/ associate-*l/
frac-2neg times-frac clear-num associate-/r* div-inv associate-/l*
Counts
4 → 68
Calls
4 calls:
76.0ms
(/ (* y 2.0) (* (cbrt (- (* (* z 2.0) z) (* y t))) (cbrt (- (* (* z 2.0) z) (* y t)))))
20.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
37.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
17.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))

series783.0ms

Counts
4 → 12
Calls
4 calls:
340.0ms
(/ (* y 2.0) (* (cbrt (- (* (* z 2.0) z) (* y t))) (cbrt (- (* (* z 2.0) z) (* y t)))))
149.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
144.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
149.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))

simplify706.0ms

Counts
80 → 80

prune408.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 3.2b

localize52.0ms

Local error

Found 4 expressions with local error:

22.1b
(cbrt (- (* (* z 2.0) z) (* y t)))
22.1b
(cbrt (- (* (* z 2.0) z) (* y t)))
22.1b
(cbrt (- (* (* z 2.0) z) (* y t)))
22.1b
(cbrt (- (* (* z 2.0) z) (* y t)))

rewrite102.0ms

Algorithm
rewrite-expression-head
Rules
12×cbrt-prod
add-sqr-sqrt add-cube-cbrt cbrt-div *-un-lft-identity
pow1 add-exp-log flip3-- pow1/3 add-cbrt-cube flip-- add-log-exp
Counts
4 → 52
Calls
4 calls:
26.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
29.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
21.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
25.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))

series642.0ms

Counts
4 → 12
Calls
4 calls:
134.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
174.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
163.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))
170.0ms
(cbrt (- (* (* z 2.0) z) (* y t)))

simplify981.0ms

Counts
64 → 64

prune531.0ms

Pruning

11 alts after pruning (8 fresh and 3 done)

Merged error: 3.2b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 2.0 (pow z 2))
1.1b
(- (* 2.0 (pow z 2)) (* t y))
4.9b
(* (* y 2.0) (/ z (- (* 2.0 (pow z 2)) (* t y))))
16.9b
(/ z (- (* 2.0 (pow z 2)) (* t y)))

rewrite103.0ms

Algorithm
rewrite-expression-head
Rules
28×add-sqr-sqrt
23×add-exp-log associate-*r*
22×add-cube-cbrt *-un-lft-identity
20×add-cbrt-cube
18×times-frac
pow1 prod-exp
cbrt-unprod
add-log-exp
unpow-prod-down associate-*l* associate-/r/ unswap-sqr
cbrt-undiv flip3-- div-exp pow-prod-down associate-/r* flip-- associate-/l*
*-commutative div-inv unpow2 sqr-pow
pow-to-exp sub-neg frac-2neg diff-log associate-*r/ pow-exp clear-num
Counts
4 → 103
Calls
4 calls:
13.0ms
(* 2.0 (pow z 2))
10.0ms
(- (* 2.0 (pow z 2)) (* t y))
51.0ms
(* (* y 2.0) (/ z (- (* 2.0 (pow z 2)) (* t y))))
26.0ms
(/ z (- (* 2.0 (pow z 2)) (* t y)))

series399.0ms

Counts
4 → 12
Calls
4 calls:
37.0ms
(* 2.0 (pow z 2))
70.0ms
(- (* 2.0 (pow z 2)) (* t y))
219.0ms
(* (* y 2.0) (/ z (- (* 2.0 (pow z 2)) (* t y))))
73.0ms
(/ z (- (* 2.0 (pow z 2)) (* t y)))

simplify1.2s

Counts
115 → 115

prune403.0ms

Pruning

11 alts after pruning (8 fresh and 3 done)

Merged error: 3.2b

regimes500.0ms

Accuracy

45.3% (1.1b remaining)

Error of 5.5b against oracle of 4.4b and baseline of 6.4b

bsearch3.0ms

simplify1.8s

end0.0ms

sample1.1s

Algorithm
intervals
Results
685.0ms8000×body80valid