Details

Time bar (total: 9.8s)

sample32.0ms

Algorithm
intervals
Results
14.0ms282×body80valid

simplify233.0ms

Counts
1 → 1
Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
01011
1209
2469
3889
41389
51929
62389
72659
82729
done2729

prune8.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 4.5b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(* z (- y t))
4.4b
(/ (* x 2.0) (* z (- y t)))

rewrite46.0ms

Algorithm
rewrite-expression-head
Rules
20×add-sqr-sqrt
18×*-un-lft-identity prod-diff
16×add-exp-log add-cube-cbrt add-cbrt-cube
11×distribute-rgt-in distribute-lft-in
associate-*r* prod-exp cbrt-unprod
pow1 cbrt-undiv associate-*r/ div-exp
associate-*l*
expm1-log1p-u sub-neg flip3-- associate-/r/ flip-- log1p-expm1-u add-log-exp
frac-2neg times-frac pow-prod-down clear-num associate-/r* *-commutative div-inv associate-/l* distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 71
Calls
2 calls:
24.0ms
(* z (- y t))
19.0ms
(/ (* x 2.0) (* z (- y t)))

series103.0ms

Counts
2 → 6
Calls
2 calls:
46.0ms
(* z (- y t))
57.0ms
(/ (* x 2.0) (* z (- y t)))

simplify935.0ms

Counts
77 → 77
Iterations

Useful iterations: done (932.0ms)

IterNodesCost
01451080
1371911
22010719
done5000689

prune218.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(* z (- y t))
0.5b
(/ 1 (* z (- y t)))
4.4b
(* (* x 2.0) (/ 1 (* z (- y t))))

rewrite156.0ms

Algorithm
rewrite-expression-head
Rules
61×add-exp-log
31×prod-exp add-cbrt-cube
25×add-sqr-sqrt
23×*-un-lft-identity
21×add-cube-cbrt
18×prod-diff
14×associate-*r*
13×pow1 cbrt-unprod
12×div-exp
11×distribute-rgt-in distribute-lft-in
associate-*r/
cbrt-undiv rec-exp times-frac 1-exp
pow-prod-down
associate-*l* associate-/r/
expm1-log1p-u flip3-- flip-- log1p-expm1-u associate-/l* add-log-exp
sub-neg pow-flip *-commutative div-inv
frac-2neg clear-num associate-/r* un-div-inv distribute-lft-out-- inv-pow difference-of-squares unswap-sqr
Counts
3 → 122
Calls
3 calls:
48.0ms
(* z (- y t))
30.0ms
(/ 1 (* z (- y t)))
68.0ms
(* (* x 2.0) (/ 1 (* z (- y t))))

series149.0ms

Counts
3 → 9
Calls
3 calls:
38.0ms
(* z (- y t))
28.0ms
(/ 1 (* z (- y t)))
82.0ms
(* (* x 2.0) (/ 1 (* z (- y t))))

simplify2.0s

Counts
131 → 131
Iterations

Useful iterations: done (2.0s)

IterNodesCost
01931709
15161441
229751108
done50001084

prune342.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 2 expressions with local error:

0.2b
(/ (/ 1 z) (- y t))
4.4b
(* (* x 2.0) (/ (/ 1 z) (- y t)))

rewrite116.0ms

Algorithm
rewrite-expression-head
Rules
229×times-frac
161×add-sqr-sqrt *-un-lft-identity
107×add-cube-cbrt
71×associate-*r*
46×add-exp-log
28×add-cbrt-cube
27×distribute-lft-out-- difference-of-squares
18×div-exp
15×prod-exp
13×div-inv associate-/l*
cbrt-undiv cbrt-unprod
pow1
associate-/r*
associate-/r/
rec-exp 1-exp pow-prod-down
expm1-log1p-u flip3-- flip-- log1p-expm1-u add-log-exp
frac-2neg associate-*r/ associate-*l* clear-num *-commutative associate-/l/
Counts
2 → 205
Calls
2 calls:
35.0ms
(/ (/ 1 z) (- y t))
64.0ms
(* (* x 2.0) (/ (/ 1 z) (- y t)))

series505.0ms

Counts
2 → 6
Calls
2 calls:
41.0ms
(/ (/ 1 z) (- y t))
463.0ms
(* (* x 2.0) (/ (/ 1 z) (- y t)))

simplify482.0ms

Counts
211 → 211
Iterations

Useful iterations: done (476.0ms)

IterNodesCost
02793193
19072777
done50012558

prune541.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 0b

localize29.0ms

Local error

Found 4 expressions with local error:

4.4b
(* (* x 2.0) (/ (/ 1 z) (- y t)))
16.5b
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))
16.5b
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))
16.5b
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))

rewrite232.0ms

Algorithm
rewrite-expression-head
Rules
110×times-frac
79×add-sqr-sqrt *-un-lft-identity
71×associate-*r*
53×add-cube-cbrt
39×add-exp-log
25×add-cbrt-cube
15×prod-exp
13×distribute-lft-out-- difference-of-squares
12×div-exp
pow1 cbrt-unprod
cbrt-undiv div-inv
expm1-log1p-u associate-*r/ log1p-expm1-u add-log-exp
cbrt-prod cbrt-div pow1/3 pow-prod-down
rec-exp 1-exp associate-/r/
flip3-- associate-*l* *-commutative flip--
Counts
4 → 137
Calls
4 calls:
91.0ms
(* (* x 2.0) (/ (/ 1 z) (- y t)))
42.0ms
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))
59.0ms
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))
25.0ms
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))

series778.0ms

Counts
4 → 12
Calls
4 calls:
80.0ms
(* (* x 2.0) (/ (/ 1 z) (- y t)))
231.0ms
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))
225.0ms
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))
241.0ms
(cbrt (* (* x 2.0) (/ (/ 1 z) (- y t))))

simplify583.0ms

Counts
149 → 149
Iterations

Useful iterations: done (576.0ms)

IterNodesCost
02532278
18302059
done50011713

prune744.0ms

Pruning

9 alts after pruning (6 fresh and 3 done)

Merged error: 0b

regimes302.0ms

Accuracy

57.1% (2.3b remaining)

Error of 2.3b against oracle of 0.0b and baseline of 5.4b

bsearch77.0ms

Steps
ItersRangePoint
6
6.1867143860671086e-52
4.270342289920316e-51
3.7543002258414955e-51
8
-1.391509469090025e+90
-3.334696767217578e+87
-6.609155278402764e+88

simplify5.0ms

Iterations

Useful iterations: 1 (3.0ms)

IterNodesCost
02037
12529
done2529

end0.0ms

sample1.2s

Algorithm
intervals
Results
634.0ms8786×body80valid