Details

Time bar (total: 18.8s)

sample32.0ms

Algorithm
intervals
Results
15.0ms371×body80valid

simplify3.4s

Counts
1 → 1
Iterations
IterNodes
done1440
71440
61408
51172
4671
3269
286
126
013

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 8.2b

localize15.0ms

Local error

Found 3 expressions with local error:

0.2b
(* (* z 9.0) t)
0.3b
(- (* x y) (* (* z 9.0) t))
7.7b
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
13×add-cbrt-cube add-exp-log
pow1
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
add-log-exp
prod-exp cbrt-unprod
times-frac associate-*r* pow-prod-down associate-/l*
cbrt-undiv flip3-- div-exp flip-- associate-/l/
clear-num associate-/r* sub-neg frac-2neg diff-log div-sub associate-*l* *-commutative div-inv
Counts
3 → 54
Calls
3 calls:
16.0ms
(* (* z 9.0) t)
6.0ms
(- (* x y) (* (* z 9.0) t))
17.0ms
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

series191.0ms

Counts
3 → 9
Calls
3 calls:
29.0ms
(* (* z 9.0) t)
90.0ms
(- (* x y) (* (* z 9.0) t))
73.0ms
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

simplify2.9s

Counts
63 → 63
Iterations
IterNodes
done5000
34719
21148
1328
0116

prune494.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 7.8b

localize17.0ms

Local error

Found 3 expressions with local error:

0.2b
(* (* z 9.0) t)
0.3b
(- (* x y) (* (* z 9.0) t))
7.8b
(* (- (* x y) (* (* z 9.0) t)) (/ 1 (* a 2.0)))

rewrite98.0ms

Algorithm
rewrite-expression-head
Rules
27×add-exp-log
17×add-cbrt-cube
13×prod-exp
10×pow1 associate-*r*
add-sqr-sqrt
*-un-lft-identity add-cube-cbrt cbrt-unprod
add-log-exp
div-exp associate-*l* pow-prod-down
times-frac flip3-- flip--
frac-times cbrt-undiv rec-exp 1-exp associate-*l/ *-commutative
sub-neg diff-log associate-*r/ un-div-inv div-inv unswap-sqr
Counts
3 → 66
Calls
3 calls:
22.0ms
(* (* z 9.0) t)
12.0ms
(- (* x y) (* (* z 9.0) t))
63.0ms
(* (- (* x y) (* (* z 9.0) t)) (/ 1 (* a 2.0)))

series169.0ms

Counts
3 → 9
Calls
3 calls:
23.0ms
(* (* z 9.0) t)
65.0ms
(- (* x y) (* (* z 9.0) t))
82.0ms
(* (- (* x y) (* (* z 9.0) t)) (/ 1 (* a 2.0)))

simplify2.0s

Counts
75 → 75
Iterations
IterNodes
done5003
21418
1387
0144

prune379.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 7.8b

localize44.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* 0.5 (/ (* x y) a)) (* 4.5 (/ (* t z) a)))
0.2b
(* 4.5 (/ (* t z) a))
5.7b
(/ (* x y) a)
7.1b
(/ (* t z) a)

rewrite84.0ms

Algorithm
rewrite-expression-head
Rules
23×add-cbrt-cube add-exp-log
13×add-sqr-sqrt
11×*-un-lft-identity add-cube-cbrt
times-frac
associate-*r*
pow1 cbrt-undiv associate-/r* div-exp prod-exp cbrt-unprod add-log-exp
associate-*r/
associate-*l* div-inv
clear-num frac-2neg associate-/l*
sub-neg flip3-- diff-log pow-prod-down *-commutative frac-sub flip-- sub-div unswap-sqr
Counts
4 → 83
Calls
4 calls:
23.0ms
(- (* 0.5 (/ (* x y) a)) (* 4.5 (/ (* t z) a)))
27.0ms
(* 4.5 (/ (* t z) a))
14.0ms
(/ (* x y) a)
14.0ms
(/ (* t z) a)

series319.0ms

Counts
4 → 12
Calls
4 calls:
197.0ms
(- (* 0.5 (/ (* x y) a)) (* 4.5 (/ (* t z) a)))
51.0ms
(* 4.5 (/ (* t z) a))
34.0ms
(/ (* x y) a)
37.0ms
(/ (* t z) a)

simplify1.3s

Counts
95 → 95
Iterations
IterNodes
done5001
21621
1403
0144

prune727.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 0.6b

localize44.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (* 0.5 (/ x (/ a y))) (* 4.5 (/ (* t z) a)))
0.2b
(* 4.5 (/ (* t z) a))
5.5b
(/ x (/ a y))
7.1b
(/ (* t z) a)

rewrite72.0ms

Algorithm
rewrite-expression-head
Rules
81×times-frac
53×add-sqr-sqrt
51×*-un-lft-identity add-cube-cbrt
23×add-cbrt-cube add-exp-log
16×associate-/r*
cbrt-undiv div-exp associate-*r* div-inv
pow1 add-log-exp
prod-exp cbrt-unprod
associate-/l*
associate-*l* associate-*r/
clear-num frac-2neg
sub-neg flip3-- diff-log pow-prod-down associate-/r/ *-commutative frac-sub flip-- unswap-sqr
Counts
4 → 131
Calls
4 calls:
12.0ms
(- (* 0.5 (/ x (/ a y))) (* 4.5 (/ (* t z) a)))
26.0ms
(* 4.5 (/ (* t z) a))
14.0ms
(/ x (/ a y))
15.0ms
(/ (* t z) a)

series242.0ms

Counts
4 → 12
Calls
4 calls:
129.0ms
(- (* 0.5 (/ x (/ a y))) (* 4.5 (/ (* t z) a)))
56.0ms
(* 4.5 (/ (* t z) a))
34.0ms
(/ x (/ a y))
22.0ms
(/ (* t z) a)

simplify1.7s

Counts
143 → 143
Iterations
IterNodes
done5003
22269
1654
0250

prune1.0s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.0b

regimes2.1s

Accuracy

89.6% (0.9b remaining)

Error of 0.9b against oracle of 0.0b and baseline of 8.2b

bsearch3.0ms

simplify11.0ms

Iterations
IterNodes
done45
145
033

end0.0ms

sample1.4s

Algorithm
intervals
Results
815.0ms11133×body80valid