Details

Time bar (total: 11.4s)

sample48.0ms

Algorithm
intervals
Results
21.0ms513×body80valid

simplify1.1s

Counts
1 → 1

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 7.1b

localize11.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* z z) t)
0.0b
(- (* x x) (* (* y 4.0) (- (* z z) t)))
6.6b
(* (* y 4.0) (- (* z z) t))

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
pow1 add-exp-log add-cbrt-cube
add-log-exp
add-sqr-sqrt sub-neg
distribute-rgt-in add-cube-cbrt *-un-lft-identity distribute-lft-in associate-*r* associate--r+
flip3-- pow-prod-down prod-exp flip-- cbrt-unprod
diff-log associate-*r/ difference-of-squares
associate-*l* *-commutative
Counts
3 → 54
Calls
3 calls:
12.0ms
(- (* z z) t)
10.0ms
(- (* x x) (* (* y 4.0) (- (* z z) t)))
56.0ms
(* (* y 4.0) (- (* z z) t))

series228.0ms

Counts
3 → 9
Calls
3 calls:
31.0ms
(- (* z z) t)
116.0ms
(- (* x x) (* (* y 4.0) (- (* z z) t)))
81.0ms
(* (* y 4.0) (- (* z z) t))

simplify572.0ms

Counts
63 → 63

prune167.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 2.6b

localize16.0ms

Local error

Found 3 expressions with local error:

0.0b
(- (* x x) (* y (* 4.0 (- (* z z) t))))
0.0b
(- (* z z) t)
6.4b
(* y (* 4.0 (- (* z z) t)))

rewrite111.0ms

Algorithm
rewrite-expression-head
Rules
16×distribute-rgt-in distribute-lft-in
10×sub-neg
pow1 add-exp-log add-cbrt-cube associate--r+
add-log-exp
add-sqr-sqrt
add-cube-cbrt *-un-lft-identity associate-*r/
flip3-- associate-*l* pow-prod-down prod-exp flip-- cbrt-unprod
diff-log
associate-*r* *-commutative difference-of-squares
Counts
3 → 61
Calls
3 calls:
20.0ms
(- (* x x) (* y (* 4.0 (- (* z z) t))))
19.0ms
(- (* z z) t)
69.0ms
(* y (* 4.0 (- (* z z) t)))

series226.0ms

Counts
3 → 9
Calls
3 calls:
105.0ms
(- (* x x) (* y (* 4.0 (- (* z z) t))))
30.0ms
(- (* z z) t)
91.0ms
(* y (* 4.0 (- (* z z) t)))

simplify576.0ms

Counts
70 → 70

prune198.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 2.6b

localize39.0ms

Local error

Found 4 expressions with local error:

1.5b
(* (* y 4.0) (* (cbrt (- (* z z) t)) (cbrt (- (* z z) t))))
7.0b
(cbrt (- (* z z) t))
7.0b
(cbrt (- (* z z) t))
7.0b
(cbrt (- (* z z) t))

rewrite178.0ms

Algorithm
rewrite-expression-head
Rules
18×cbrt-div
16×pow1 add-exp-log
12×cbrt-prod add-cbrt-cube
10×add-sqr-sqrt associate-*r/
flip3-- flip--
pow-prod-down prod-exp cbrt-unprod
add-cube-cbrt *-un-lft-identity
frac-times add-log-exp
pow1/3 difference-of-squares
associate-*l/
associate-*r* associate-*l* *-commutative
Counts
4 → 72
Calls
4 calls:
139.0ms
(* (* y 4.0) (* (cbrt (- (* z z) t)) (cbrt (- (* z z) t))))
12.0ms
(cbrt (- (* z z) t))
11.0ms
(cbrt (- (* z z) t))
12.0ms
(cbrt (- (* z z) t))

series506.0ms

Counts
4 → 12
Calls
4 calls:
143.0ms
(* (* y 4.0) (* (cbrt (- (* z z) t)) (cbrt (- (* z z) t))))
116.0ms
(cbrt (- (* z z) t))
133.0ms
(cbrt (- (* z z) t))
112.0ms
(cbrt (- (* z z) t))

simplify1.7s

Counts
84 → 84

prune380.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 2.6b

localize15.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* (* y 4.0) (sqrt (- (* z z) t))) (sqrt (- (* z z) t)))
0.3b
(* (* y 4.0) (sqrt (- (* z z) t)))
6.4b
(sqrt (- (* z z) t))
6.4b
(sqrt (- (* z z) t))

rewrite206.0ms

Algorithm
rewrite-expression-head
Rules
20×pow1
18×add-exp-log sqrt-div add-cbrt-cube
16×add-sqr-sqrt sqrt-prod
14×associate-*r*
10×add-cube-cbrt *-un-lft-identity associate-*r/
flip3-- pow-prod-down prod-exp flip-- cbrt-unprod
frac-times add-log-exp difference-of-squares
rem-sqrt-square sqrt-pow1 pow1/2 associate-*l* associate-*l/ *-commutative
Counts
4 → 89
Calls
4 calls:
124.0ms
(* (* (* y 4.0) (sqrt (- (* z z) t))) (sqrt (- (* z z) t)))
50.0ms
(* (* y 4.0) (sqrt (- (* z z) t)))
17.0ms
(sqrt (- (* z z) t))
12.0ms
(sqrt (- (* z z) t))

series290.0ms

Counts
4 → 12
Calls
4 calls:
85.0ms
(* (* (* y 4.0) (sqrt (- (* z z) t))) (sqrt (- (* z z) t)))
104.0ms
(* (* y 4.0) (sqrt (- (* z z) t)))
49.0ms
(sqrt (- (* z z) t))
52.0ms
(sqrt (- (* z z) t))

simplify748.0ms

Counts
101 → 101

prune369.0ms

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 2.6b

regimes502.0ms

Accuracy

78% (0.7b remaining)

Error of 3.3b against oracle of 2.6b and baseline of 5.8b

bsearch1.0ms

simplify956.0ms

end0.0ms

sample2.2s

Algorithm
intervals
Results
1.4s15823×body80valid