Details

Time bar (total: 20.8s)

sample44.0ms

Algorithm
intervals
Results
22.0ms268×body80valid

simplify3.2s

Counts
1 → 1
Iterations

Useful iterations: 2 (7.0ms)

IterNodesCost
014326
124301
243276
375276
4125276
5170276
6203276
7279276
8588276
91738276
done5001276

prune27.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 21.9b

localize41.0ms

Local error

Found 3 expressions with local error:

0.0b
(fma x y (* z (- t a)))
0.0b
(* z (- t a))
21.1b
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

rewrite41.0ms

Algorithm
rewrite-expression-head
Rules
29×add-sqr-sqrt
27×*-un-lft-identity
25×add-cube-cbrt
18×prod-diff
11×distribute-rgt-in distribute-lft-in
times-frac
add-cbrt-cube add-exp-log
pow1 associate-*r*
expm1-log1p-u associate-/r* associate-*l* log1p-expm1-u associate-/l* add-log-exp
sub-neg associate-*r/
cbrt-undiv clear-num frac-2neg flip3-- div-exp pow-prod-down prod-exp *-commutative cbrt-unprod fma-udef div-inv flip-- distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 85
Calls
3 calls:
0.0ms
(fma x y (* z (- t a)))
31.0ms
(* z (- t a))
8.0ms
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

series607.0ms

Counts
3 → 9
Calls
3 calls:
63.0ms
(fma x y (* z (- t a)))
49.0ms
(* z (- t a))
495.0ms
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

simplify931.0ms

Counts
94 → 94
Iterations

Useful iterations: done (916.0ms)

IterNodesCost
016328937
133726457
2110122903
done500222773

prune694.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 21.2b

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma x y (* z (- t a)))
0.0b
(* z (- t a))
0.6b
(/ 1 (/ (fma z (- b y) y) (fma x y (* z (- t a)))))
20.8b
(/ (fma z (- b y) y) (fma x y (* z (- t a))))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
72×add-sqr-sqrt
70×*-un-lft-identity
68×add-cube-cbrt
19×add-exp-log
18×prod-diff
16×associate-/r*
13×add-cbrt-cube
11×distribute-rgt-in distribute-lft-in
div-exp
pow1
div-inv associate-/l*
associate-*r*
expm1-log1p-u cbrt-undiv log1p-expm1-u add-log-exp
associate-*l*
rec-exp clear-num sub-neg frac-2neg 1-exp associate-*r/
flip3-- pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod fma-udef pow-flip flip-- distribute-lft-out-- inv-pow difference-of-squares unswap-sqr
Counts
4 → 163
Calls
4 calls:
0.0ms
(fma x y (* z (- t a)))
19.0ms
(* z (- t a))
8.0ms
(/ 1 (/ (fma z (- b y) y) (fma x y (* z (- t a)))))
4.0ms
(/ (fma z (- b y) y) (fma x y (* z (- t a))))

series896.0ms

Counts
4 → 12
Calls
4 calls:
82.0ms
(fma x y (* z (- t a)))
57.0ms
(* z (- t a))
622.0ms
(/ 1 (/ (fma z (- b y) y) (fma x y (* z (- t a)))))
135.0ms
(/ (fma z (- b y) y) (fma x y (* z (- t a))))

simplify2.0s

Counts
175 → 175
Iterations

Useful iterations: done (2.0s)

IterNodesCost
026473210
160264360
2264759708
done500158139

prune1.2s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 10.9b

localize52.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.2b
(/ 1 (/ (fma x y (* z (- t a))) (fma z (- b y) y)))
0.6b
(/ 1 (/ 1 (/ (fma x y (* z (- t a))) (fma z (- b y) y))))
21.1b
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

rewrite115.0ms

Algorithm
rewrite-expression-head
Rules
480×times-frac
257×add-sqr-sqrt
255×*-un-lft-identity
253×add-cube-cbrt
62×add-exp-log
60×associate-/r*
43×div-exp
23×div-inv
22×add-cbrt-cube
18×prod-diff
15×rec-exp 1-exp
11×distribute-rgt-in distribute-lft-in
10×cbrt-undiv
pow1 associate-/l*
associate-/r/
associate-*r* pow-flip
expm1-log1p-u log1p-expm1-u add-log-exp
clear-num frac-2neg associate-*l* inv-pow
sub-neg associate-*r/
flip3-- pow-prod-down prod-exp *-commutative cbrt-unprod flip-- remove-double-div distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 374
Calls
4 calls:
30.0ms
(* z (- t a))
13.0ms
(/ 1 (/ (fma x y (* z (- t a))) (fma z (- b y) y)))
31.0ms
(/ 1 (/ 1 (/ (fma x y (* z (- t a))) (fma z (- b y) y))))
6.0ms
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

series1.1s

Counts
4 → 12
Calls
4 calls:
46.0ms
(* z (- t a))
201.0ms
(/ 1 (/ (fma x y (* z (- t a))) (fma z (- b y) y)))
441.0ms
(/ 1 (/ 1 (/ (fma x y (* z (- t a))) (fma z (- b y) y))))
443.0ms
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

simplify1.6s

Counts
386 → 386
Iterations

Useful iterations: done (1.5s)

IterNodesCost
0521224337
11386163957
done5000160281

prune1.6s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 10.9b

localize45.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.6b
(/ 1 (fma x y (* z (- t a))))
0.6b
(/ 1 (* (/ 1 (fma x y (* z (- t a)))) (fma z (- b y) y)))
20.3b
(* (/ 1 (fma x y (* z (- t a)))) (fma z (- b y) y))

rewrite73.0ms

Algorithm
rewrite-expression-head
Rules
54×add-exp-log
47×add-sqr-sqrt
39×*-un-lft-identity
36×add-cube-cbrt
23×times-frac
22×add-cbrt-cube
20×div-exp
18×prod-diff
17×prod-exp
16×associate-*l*
12×distribute-rgt-in pow1 distribute-lft-in
10×rec-exp 1-exp
associate-*r*
cbrt-undiv associate-/l*
cbrt-unprod
expm1-log1p-u associate-/r* log1p-expm1-u add-log-exp unswap-sqr
pow-prod-down div-inv pow-flip
clear-num sub-neg frac-2neg associate-*l/ associate-*r/ *-commutative fma-udef inv-pow
flip3-- associate-/r/ flip-- distribute-lft-out-- difference-of-squares
Counts
4 → 159
Calls
4 calls:
21.0ms
(* z (- t a))
4.0ms
(/ 1 (fma x y (* z (- t a))))
19.0ms
(/ 1 (* (/ 1 (fma x y (* z (- t a)))) (fma z (- b y) y)))
24.0ms
(* (/ 1 (fma x y (* z (- t a)))) (fma z (- b y) y))

series852.0ms

Counts
4 → 12
Calls
4 calls:
62.0ms
(* z (- t a))
104.0ms
(/ 1 (fma x y (* z (- t a))))
453.0ms
(/ 1 (* (/ 1 (fma x y (* z (- t a)))) (fma z (- b y) y)))
232.0ms
(* (/ 1 (fma x y (* z (- t a)))) (fma z (- b y) y))

simplify1.9s

Counts
171 → 171
Iterations

Useful iterations: done (1.9s)

IterNodesCost
023857722
157847227
2268143211
done500042647

prune883.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 10.9b

regimes1.1s

Accuracy

14.1% (10.9b remaining)

Error of 22.2b against oracle of 11.3b and baseline of 24.0b

bsearch180.0ms

Steps
ItersRangePoint
7
1.8840177810716768e+80
7.462289629217135e+81
3.0378281840127408e+81
5
2.8547245583199655e-245
1.087352451211808e-244
5.683262740857592e-245
8
5.195485314883768e-283
4.2972084217390876e-280
4.087544577176839e-280

simplify8.0ms

Iterations

Useful iterations: 0 (3.0ms)

IterNodesCost
024789
125789
done25789

end0.0ms

sample1.5s

Algorithm
intervals
Results
1.1s8428×body80valid