Details

Time bar (total: 14.5s)

sample38.0ms

Algorithm
intervals
Results
24.0ms286×body80valid

simplify192.0ms

Counts
1 → 1
Iterations
IterNodes
done203
8203
7201
6182
5156
4117
374
242
119
010

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize23.0ms

Local error

Found 2 expressions with local error:

0.9b
(- (* y z) (* t z))
3.3b
(/ (* x 2.0) (- (* y z) (* t z)))

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
add-cbrt-cube add-exp-log
add-sqr-sqrt associate-/r* *-un-lft-identity times-frac add-cube-cbrt add-log-exp
distribute-rgt-out--
pow1 cbrt-undiv flip3-- div-exp associate-/r/ insert-posit16 flip--
clear-num sub-neg frac-2neg diff-log prod-exp cbrt-unprod div-inv associate-/l*
Counts
2 → 40
Calls
2 calls:
10.0ms
(- (* y z) (* t z))
23.0ms
(/ (* x 2.0) (- (* y z) (* t z)))

series124.0ms

Counts
2 → 6
Calls
2 calls:
42.0ms
(- (* y z) (* t z))
82.0ms
(/ (* x 2.0) (- (* y z) (* t z)))

simplify1.3s

Counts
46 → 46
Iterations
IterNodes
done5003
2973
1223
080

prune188.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (* z (- y t)) 2.0)
0.0b
(* z (- y t))
3.3b
(/ x (/ (* z (- y t)) 2.0))

rewrite58.0ms

Algorithm
rewrite-expression-head
Rules
36×times-frac
27×add-sqr-sqrt
25×*-un-lft-identity
23×add-cube-cbrt
19×add-cbrt-cube add-exp-log
10×associate-/r*
cbrt-undiv div-exp
div-inv
pow1 associate-*r*
associate-*r/ associate-/l*
associate-*l* prod-exp cbrt-unprod insert-posit16 add-log-exp
distribute-rgt-in clear-num sub-neg frac-2neg distribute-lft-in flip3-- flip-- associate-/l/
pow-prod-down associate-/r/ *-commutative distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 100
Calls
3 calls:
13.0ms
(/ (* z (- y t)) 2.0)
29.0ms
(* z (- y t))
14.0ms
(/ x (/ (* z (- y t)) 2.0))

series184.0ms

Counts
3 → 9
Calls
3 calls:
74.0ms
(/ (* z (- y t)) 2.0)
43.0ms
(* z (- y t))
67.0ms
(/ x (/ (* z (- y t)) 2.0))

simplify1.5s

Counts
109 → 109
Iterations
IterNodes
done5001
21464
1448
0172

prune531.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize19.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (/ z (sqrt 2.0)) (/ (- y t) (sqrt 2.0)))
0.4b
(/ z (sqrt 2.0))
0.5b
(/ (- y t) (sqrt 2.0))
3.3b
(/ x (* (/ z (sqrt 2.0)) (/ (- y t) (sqrt 2.0))))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
126×add-sqr-sqrt
111×times-frac
96×*-un-lft-identity
70×add-cube-cbrt
60×sqrt-prod
38×add-cbrt-cube add-exp-log
34×associate-*r*
22×associate-*l*
15×cbrt-undiv div-exp
13×associate-/r* distribute-lft-out-- difference-of-squares
11×associate-/l*
unswap-sqr
prod-exp cbrt-unprod
pow1
div-inv
insert-posit16 add-log-exp
clear-num frac-2neg associate-/r/
frac-times associate-*l/ associate-*r/ associate-/l/
flip3-- div-sub pow-prod-down *-commutative flip--
Counts
4 → 214
Calls
4 calls:
36.0ms
(* (/ z (sqrt 2.0)) (/ (- y t) (sqrt 2.0)))
4.0ms
(/ z (sqrt 2.0))
15.0ms
(/ (- y t) (sqrt 2.0))
13.0ms
(/ x (* (/ z (sqrt 2.0)) (/ (- y t) (sqrt 2.0))))

series767.0ms

Counts
4 → 12
Calls
4 calls:
310.0ms
(* (/ z (sqrt 2.0)) (/ (- y t) (sqrt 2.0)))
79.0ms
(/ z (sqrt 2.0))
112.0ms
(/ (- y t) (sqrt 2.0))
265.0ms
(/ x (* (/ z (sqrt 2.0)) (/ (- y t) (sqrt 2.0))))

simplify1.9s

Counts
226 → 226
Iterations
IterNodes
done5000
22459
1718
0251

prune1.1s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.7b
(* (/ 1 (* (cbrt (/ (* z (- y t)) 2.0)) (cbrt (/ (* z (- y t)) 2.0)))) (/ x (cbrt (/ (* z (- y t)) 2.0))))
13.1b
(cbrt (/ (* z (- y t)) 2.0))
13.1b
(cbrt (/ (* z (- y t)) 2.0))
13.1b
(cbrt (/ (* z (- y t)) 2.0))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
63×times-frac
53×add-sqr-sqrt
49×add-exp-log
45×cbrt-prod
35×*-un-lft-identity associate-*r*
32×add-cube-cbrt
20×prod-exp
18×add-cbrt-cube
15×div-exp
10×associate-*l*
unswap-sqr
cbrt-div cbrt-unprod div-inv
cbrt-undiv
pow1
rec-exp 1-exp associate-/r/ insert-posit16 add-log-exp
pow1/3
frac-times associate-*l/ associate-*r/
pow-prod-down *-commutative
Counts
4 → 138
Calls
4 calls:
47.0ms
(* (/ 1 (* (cbrt (/ (* z (- y t)) 2.0)) (cbrt (/ (* z (- y t)) 2.0)))) (/ x (cbrt (/ (* z (- y t)) 2.0))))
9.0ms
(cbrt (/ (* z (- y t)) 2.0))
11.0ms
(cbrt (/ (* z (- y t)) 2.0))
4.0ms
(cbrt (/ (* z (- y t)) 2.0))

series1.2s

Counts
4 → 12
Calls
4 calls:
271.0ms
(* (/ 1 (* (cbrt (/ (* z (- y t)) 2.0)) (cbrt (/ (* z (- y t)) 2.0)))) (/ x (cbrt (/ (* z (- y t)) 2.0))))
307.0ms
(cbrt (/ (* z (- y t)) 2.0))
291.0ms
(cbrt (/ (* z (- y t)) 2.0))
308.0ms
(cbrt (/ (* z (- y t)) 2.0))

simplify2.9s

Counts
150 → 150
Iterations
IterNodes
done5002
22492
1657
0227

prune885.0ms

Pruning

8 alts after pruning (5 fresh and 3 done)

Merged error: 0.0b

regimes369.0ms

Accuracy

41.3% (3.2b remaining)

Error of 3.3b against oracle of 0.0b and baseline of 5.5b

bsearch2.0ms

simplify5.0ms

Iterations
IterNodes
done21
121
018

end0.0ms

sample1.1s

Algorithm
intervals
Results
819.0ms8737×body80valid