Details

Time bar (total: 23.1s)

sample32.0ms

Algorithm
intervals
Results
17.0ms266×body80valid

simplify3.5s

Counts
1 → 1
Iterations
IterNodes
done5000
114203
101582
9731
8425
7258
6185
5149
4115
375
243
124
014

prune15.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 23.0b

localize23.0ms

Local error

Found 2 expressions with local error:

0.8b
(fma z (- t a) (* x y))
23.0b
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

rewrite7.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
associate-/r* associate-/l*
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv clear-num frac-2neg div-exp fma-udef div-inv
Counts
2 → 41
Calls
2 calls:
0.0ms
(fma z (- t a) (* x y))
5.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

series463.0ms

Counts
2 → 6
Calls
2 calls:
66.0ms
(fma z (- t a) (* x y))
397.0ms
(/ (fma z (- t a) (* x y)) (fma (- b y) z y))

simplify2.8s

Counts
47 → 47
Iterations
IterNodes
done5000
44973
3974
2278
1120
071

prune332.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 18.3b

localize27.0ms

Local error

Found 3 expressions with local error:

0.2b
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
0.8b
(fma z (- t a) (* x y))
23.0b
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

rewrite20.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
53×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
16×associate-/r* add-exp-log
10×add-cbrt-cube
div-exp
div-inv associate-/l*
pow1 cbrt-undiv
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
rec-exp clear-num frac-2neg 1-exp
associate-/r/ fma-udef pow-flip inv-pow
Counts
3 → 120
Calls
3 calls:
10.0ms
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
0.0ms
(fma z (- t a) (* x y))
5.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

series1.7s

Counts
3 → 9
Calls
3 calls:
1.4s
(/ 1 (/ (fma (- b y) z y) (fma z (- t a) (* x y))))
67.0ms
(fma z (- t a) (* x y))
168.0ms
(/ (fma (- b y) z y) (fma z (- t a) (* x y)))

simplify2.0s

Counts
129 → 129
Iterations
IterNodes
done5001
32909
2875
1381
0173

prune736.0ms

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 11.1b

localize40.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.3b
(fma x y (* z (- t a)))
0.7b
(/ 1 (fma z (- b y) y))
22.5b
(* (/ 1 (fma z (- b y) y)) (fma x y (* z (- t a))))

rewrite60.0ms

Algorithm
rewrite-expression-head
Rules
45×add-sqr-sqrt
37×*-un-lft-identity
34×add-cube-cbrt
20×times-frac
19×add-exp-log
18×prod-diff
16×associate-*l*
13×add-cbrt-cube
12×distribute-rgt-in distribute-lft-in
pow1
associate-*r*
prod-exp
expm1-log1p-u div-exp insert-posit16 log1p-expm1-u add-log-exp unswap-sqr
associate-/r* cbrt-unprod fma-udef associate-/l*
cbrt-undiv rec-exp sub-neg 1-exp pow-prod-down associate-*r/ *-commutative div-inv
clear-num frac-2neg flip3-- associate-*l/ pow-flip flip-- distribute-lft-out-- inv-pow difference-of-squares
Counts
4 → 132
Calls
4 calls:
22.0ms
(* z (- t a))
0.0ms
(fma x y (* z (- t a)))
5.0ms
(/ 1 (fma z (- b y) y))
28.0ms
(* (/ 1 (fma z (- b y) y)) (fma x y (* z (- t a))))

series768.0ms

Counts
4 → 12
Calls
4 calls:
45.0ms
(* z (- t a))
66.0ms
(fma x y (* z (- t a)))
68.0ms
(/ 1 (fma z (- b y) y))
589.0ms
(* (/ 1 (fma z (- b y) y)) (fma x y (* z (- t a))))

simplify2.9s

Counts
144 → 144
Iterations
IterNodes
done5002
33150
21032
1468
0211

prune750.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 11.1b

localize50.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
0.8b
(fma z (- t a) (* x y))
0.8b
(/ 1 (fma z (- t a) (* x y)))
22.2b
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
52×add-exp-log
29×add-sqr-sqrt
23×*-un-lft-identity times-frac
22×add-cube-cbrt
20×add-cbrt-cube div-exp
16×prod-exp
13×associate-*r*
10×pow1 rec-exp 1-exp
cbrt-undiv associate-/l*
expm1-log1p-u associate-/r* cbrt-unprod insert-posit16 log1p-expm1-u add-log-exp
associate-*l* div-inv pow-flip unswap-sqr
clear-num frac-2neg pow-prod-down associate-*r/ associate-/r/ un-div-inv inv-pow
*-commutative fma-udef
Counts
4 → 127
Calls
4 calls:
31.0ms
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
0.0ms
(fma z (- t a) (* x y))
9.0ms
(/ 1 (fma z (- t a) (* x y)))
24.0ms
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

series1.7s

Counts
4 → 12
Calls
4 calls:
1.4s
(/ 1 (* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y)))))
71.0ms
(fma z (- t a) (* x y))
73.0ms
(/ 1 (fma z (- t a) (* x y)))
229.0ms
(* (fma (- b y) z y) (/ 1 (fma z (- t a) (* x y))))

simplify2.3s

Counts
139 → 139
Iterations
IterNodes
done5006
32307
2753
1332
0151

prune658.0ms

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 11.1b

regimes918.0ms

Accuracy

30.8% (8.1b remaining)

Error of 19.0b against oracle of 10.9b and baseline of 22.6b

bsearch80.0ms

Steps
ItersRangePoint
4
8.033207595066825e+123
1.1275513457902998e+124
1.0112549105590363e+124
8
-3.79888392172931e+195
-2.0131075904441452e+192
-5.613549175387801e+193

simplify3.0ms

Iterations
IterNodes
done25
125
021

end0.0ms

sample1.1s

Algorithm
intervals
Results
819.0ms8442×body80valid