Details

Time bar (total: 19.8s)

sample74.0ms

Algorithm
intervals
Results
38.0ms361×body80valid

simplify6.0s

Counts
1 → 1
Iterations
IterNodes
done2434
82434
72422
62265
51670
4779
3289
290
127
013

prune27.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 6.8b

localize33.0ms

Local error

Found 2 expressions with local error:

0.1b
(fma t (* 9.0 (- z)) (* x y))
6.4b
(/ (fma t (* 9.0 (- z)) (* x y)) (* a 2.0))

rewrite14.0ms

Algorithm
rewrite-expression-head
Rules
add-cbrt-cube add-exp-log
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac associate-/l*
expm1-log1p-u pow1 cbrt-undiv div-exp log1p-expm1-u add-log-exp
clear-num associate-/r* frac-2neg prod-exp cbrt-unprod fma-udef div-inv
Counts
2 → 33
Calls
2 calls:
1.0ms
(fma t (* 9.0 (- z)) (* x y))
12.0ms
(/ (fma t (* 9.0 (- z)) (* x y)) (* a 2.0))

series195.0ms

Counts
2 → 6
Calls
2 calls:
95.0ms
(fma t (* 9.0 (- z)) (* x y))
100.0ms
(/ (fma t (* 9.0 (- z)) (* x y)) (* a 2.0))

simplify2.7s

Counts
39 → 39
Iterations
IterNodes
done5001
33929
2507
1154
072

prune422.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 6.4b

localize22.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (* (- z) 9.0) t) (* x y))
0.2b
(* (* (- z) 9.0) t)
6.4b
(/ (+ (* (* (- z) 9.0) t) (* x y)) (* a 2.0))

rewrite122.0ms

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
expm1-log1p-u times-frac associate-*r* pow-prod-down log1p-expm1-u associate-/l*
distribute-lft-neg-out cbrt-undiv flip3-+ div-exp flip-+ associate-/l/
+-commutative clear-num associate-/r* sum-log fma-def frac-2neg associate-*l* *-commutative div-inv
Counts
3 → 60
Calls
3 calls:
26.0ms
(+ (* (* (- z) 9.0) t) (* x y))
17.0ms
(* (* (- z) 9.0) t)
76.0ms
(/ (+ (* (* (- z) 9.0) t) (* x y)) (* a 2.0))

series220.0ms

Counts
3 → 9
Calls
3 calls:
81.0ms
(+ (* (* (- z) 9.0) t) (* x y))
36.0ms
(* (* (- z) 9.0) t)
102.0ms
(/ (+ (* (* (- z) 9.0) t) (* x y)) (* a 2.0))

simplify1.0s

Counts
69 → 69
Iterations
IterNodes
done5000
21699
1346
0124

prune533.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 2.0b

localize22.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma (- 4.5) (/ t (/ a z)) (/ 0.5 (/ a (* y x))))
0.8b
(/ 0.5 (/ a (* y x)))
3.5b
(/ a (* y x))
6.0b
(/ t (/ a z))

rewrite52.0ms

Algorithm
rewrite-expression-head
Rules
111×times-frac
64×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
23×add-cbrt-cube add-exp-log
21×associate-/r*
11×div-inv
10×cbrt-undiv div-exp
associate-/l*
expm1-log1p-u pow1 log1p-expm1-u add-log-exp
clear-num frac-2neg
prod-exp associate-/r/ cbrt-unprod
fma-udef
Counts
4 → 155
Calls
4 calls:
0.0ms
(fma (- 4.5) (/ t (/ a z)) (/ 0.5 (/ a (* y x))))
26.0ms
(/ 0.5 (/ a (* y x)))
6.0ms
(/ a (* y x))
8.0ms
(/ t (/ a z))

series251.0ms

Counts
4 → 12
Calls
4 calls:
138.0ms
(fma (- 4.5) (/ t (/ a z)) (/ 0.5 (/ a (* y x))))
52.0ms
(/ 0.5 (/ a (* y x)))
33.0ms
(/ a (* y x))
28.0ms
(/ t (/ a z))

simplify1.2s

Counts
167 → 167
Iterations
IterNodes
done5001
23116
1702
0286

prune1.3s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0.0b

localize35.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma (- 4.5) (* (/ t a) z) (/ 0.5 (/ a (* y x))))
0.8b
(/ 0.5 (/ a (* y x)))
3.5b
(/ a (* y x))
3.9b
(* (/ t a) z)

rewrite48.0ms

Algorithm
rewrite-expression-head
Rules
46×times-frac
35×add-sqr-sqrt
30×*-un-lft-identity add-cube-cbrt
23×add-cbrt-cube add-exp-log
13×associate-*l*
cbrt-undiv associate-/r* div-exp
div-inv
pow1 associate-/l*
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u add-log-exp
associate-*r*
clear-num frac-2neg unswap-sqr
pow-prod-down associate-*l/ associate-/r/ *-commutative fma-udef
Counts
4 → 117
Calls
4 calls:
0.0ms
(fma (- 4.5) (* (/ t a) z) (/ 0.5 (/ a (* y x))))
15.0ms
(/ 0.5 (/ a (* y x)))
12.0ms
(/ a (* y x))
18.0ms
(* (/ t a) z)

series288.0ms

Counts
4 → 12
Calls
4 calls:
172.0ms
(fma (- 4.5) (* (/ t a) z) (/ 0.5 (/ a (* y x))))
37.0ms
(/ 0.5 (/ a (* y x)))
43.0ms
(/ a (* y x))
36.0ms
(* (/ t a) z)

simplify1.0s

Counts
129 → 129
Iterations
IterNodes
done5002
22184
1485
0205

prune926.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 0.0b

regimes1.1s

Accuracy

32.5% (5.2b remaining)

Error of 5.3b against oracle of 0.0b and baseline of 7.8b

bsearch186.0ms

Steps
ItersRangePoint
8
64260609.3427585
2139574435580.4946
819283338.3549674
9
-1.9275481642184927e+36
-3.451263932730789e+30
-2.883699790592167e+33

simplify11.0ms

Iterations
IterNodes
done66
366
260
150
039

end0.0ms

sample2.0s

Algorithm
intervals
Results
837.0ms11298×body80valid