Details

Time bar (total: 14.6s)

sample29.0ms

Algorithm
intervals
Results
14.0ms272×body80valid

simplify3.4s

Counts
1 → 1
Iterations

Useful iterations: 2 (6.0ms)

IterNodesCost
01417
12416
24315
36515
49615
513015
616315
723915
839615
970715
10155315
11369815
done500115

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 19.4b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(fma z (- b y) y)
0.0b
(* z (- t a))
0.8b
(fma x y (* z (- t a)))
18.8b
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

rewrite17.0ms

Algorithm
rewrite-expression-head
Rules
30×add-sqr-sqrt
28×*-un-lft-identity
26×add-cube-cbrt
18×prod-diff
11×distribute-rgt-in distribute-lft-in
times-frac
add-exp-log add-cbrt-cube
pow1
associate-*r*
expm1-log1p-u log1p-expm1-u add-log-exp
associate-*l* associate-/r* associate-/l*
sub-neg associate-*r/ fma-udef
cbrt-undiv flip3-- frac-2neg div-exp pow-prod-down prod-exp clear-num *-commutative flip-- cbrt-unprod div-inv distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 95
Calls
4 calls:
0.0ms
(fma z (- b y) y)
11.0ms
(* z (- t a))
0.0ms
(fma x y (* z (- t a)))
2.0ms
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

series484.0ms

Counts
4 → 12
Calls
4 calls:
27.0ms
(fma z (- b y) y)
42.0ms
(* z (- t a))
52.0ms
(fma x y (* z (- t a)))
362.0ms
(/ (fma x y (* z (- t a))) (fma z (- b y) y))

simplify1.3s

Counts
107 → 107
Iterations

Useful iterations: 3 (418.0ms)

IterNodesCost
01711678
13041491
27151283
326131241
done50001241

prune342.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 18.7b

localize15.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.6b
(/ 1 (fma z (- b y) y))
0.8b
(fma x y (* z (- t a)))
18.4b
(* (fma x y (* z (- t a))) (/ 1 (fma z (- b y) y)))

rewrite29.0ms

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×associate-*r* prod-diff
13×add-cbrt-cube
11×distribute-rgt-in distribute-lft-in
pow1
associate-*l*
prod-exp
expm1-log1p-u div-exp log1p-expm1-u add-log-exp unswap-sqr
associate-*r/ associate-/r* cbrt-unprod associate-/l*
cbrt-undiv sub-neg rec-exp 1-exp pow-prod-down *-commutative div-inv
flip3-- pow-flip frac-2neg clear-num un-div-inv flip-- fma-udef distribute-lft-out-- inv-pow difference-of-squares
Counts
4 → 127
Calls
4 calls:
11.0ms
(* z (- t a))
2.0ms
(/ 1 (fma z (- b y) y))
0.0ms
(fma x y (* z (- t a)))
8.0ms
(* (fma x y (* z (- t a))) (/ 1 (fma z (- b y) y)))

series518.0ms

Counts
4 → 12
Calls
4 calls:
43.0ms
(* z (- t a))
59.0ms
(/ 1 (fma z (- b y) y))
56.0ms
(fma x y (* z (- t a)))
360.0ms
(* (fma x y (* z (- t a))) (/ 1 (fma z (- b y) y)))

simplify2.0s

Counts
139 → 139
Iterations

Useful iterations: 3 (760.0ms)

IterNodesCost
02002133
13891818
29271550
335641508
done50001508

prune391.0ms

Pruning

15 alts after pruning (13 fresh and 2 done)

Merged error: 18.7b

localize14.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.2b
(/ 1 (/ (fma z (- b y) y) (fma x y (* z (- t a)))))
0.8b
(fma x y (* z (- t a)))
18.8b
(/ (fma z (- b y) y) (fma x y (* z (- t a))))

rewrite25.0ms

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*
cbrt-undiv expm1-log1p-u log1p-expm1-u add-log-exp
associate-*l*
sub-neg rec-exp frac-2neg 1-exp associate-*r/ clear-num
flip3-- pow-flip pow-prod-down prod-exp associate-/r/ *-commutative flip-- cbrt-unprod fma-udef distribute-lft-out-- inv-pow difference-of-squares unswap-sqr
Counts
4 → 163
Calls
4 calls:
11.0ms
(* z (- t a))
5.0ms
(/ 1 (/ (fma z (- b y) y) (fma x y (* z (- t a)))))
0.0ms
(fma x y (* z (- t a)))
2.0ms
(/ (fma z (- b y) y) (fma x y (* z (- t a))))

series718.0ms

Counts
4 → 12
Calls
4 calls:
42.0ms
(* z (- t a))
508.0ms
(/ 1 (/ (fma z (- b y) y) (fma x y (* z (- t a)))))
55.0ms
(fma x y (* z (- t a)))
112.0ms
(/ (fma z (- b y) y) (fma x y (* z (- t a))))

simplify2.0s

Counts
175 → 175
Iterations

Useful iterations: 3 (824.0ms)

IterNodesCost
02643896
15193507
211183118
336843058
done50003058

prune461.0ms

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 11.4b

localize21.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- t a))
0.5b
(cbrt (- t a))
0.8b
(fma x y (* (* z (* (cbrt (- t a)) (cbrt (- t a)))) (cbrt (- t a))))
18.8b
(/ (fma z (- b y) y) (fma x y (* (* z (* (cbrt (- t a)) (cbrt (- t a)))) (cbrt (- t a)))))

rewrite9.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt *-un-lft-identity
14×add-cube-cbrt
10×cbrt-prod
times-frac
add-exp-log add-cbrt-cube
pow1 expm1-log1p-u cbrt-div log1p-expm1-u add-log-exp
associate-/r* associate-/l*
flip3-- pow1/3 flip-- distribute-lft-out-- difference-of-squares
cbrt-undiv frac-2neg div-exp clear-num fma-udef div-inv
Counts
4 → 73
Calls
4 calls:
2.0ms
(cbrt (- t a))
2.0ms
(cbrt (- t a))
0.0ms
(fma x y (* (* z (* (cbrt (- t a)) (cbrt (- t a)))) (cbrt (- t a))))
2.0ms
(/ (fma z (- b y) y) (fma x y (* (* z (* (cbrt (- t a)) (cbrt (- t a)))) (cbrt (- t a)))))

series514.0ms

Counts
4 → 12
Calls
4 calls:
178.0ms
(cbrt (- t a))
173.0ms
(cbrt (- t a))
52.0ms
(fma x y (* (* z (* (cbrt (- t a)) (cbrt (- t a)))) (cbrt (- t a))))
112.0ms
(/ (fma z (- b y) y) (fma x y (* (* z (* (cbrt (- t a)) (cbrt (- t a)))) (cbrt (- t a)))))

simplify810.0ms

Counts
85 → 85
Iterations

Useful iterations: done (807.0ms)

IterNodesCost
01381840
12661817
26001267
315321092
done50011070

prune360.0ms

Pruning

13 alts after pruning (10 fresh and 3 done)

Merged error: 11.4b

regimes466.0ms

Accuracy

15.9% (10.3b remaining)

Error of 20.8b against oracle of 10.6b and baseline of 22.8b

bsearch14.0ms

Steps
ItersRangePoint
2
-3.330490411506177e+170
-2.8461895492187706e+170
-2.906727157004697e+170

simplify2.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01826
11926
done1926

end0.0ms

sample666.0ms

Algorithm
intervals
Results
365.0ms8418×body80valid