Details

Time bar (total: 18.4s)

sample47.0ms

Algorithm
intervals
Results
19.0ms250×body80valid
3.0ms15×body320valid
3.0ms10×body640valid
2.0msbody1280valid
1.0msbody160valid

simplify3.4s

Counts
1 → 1
Iterations
IterNodes
done5005
62502
5895
4343
3126
246
123
011

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.7b

localize19.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
11.8b
(fma (- y z) (/ (- t x) (- a z)) x)

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 flip3-- associate-/r/ insert-posit16 log1p-expm1-u flip-- add-log-exp associate-/l/
cbrt-undiv clear-num frac-2neg div-sub div-exp fma-udef div-inv
Counts
2 → 66
Calls
2 calls:
30.0ms
(/ (- t x) (- a z))
0.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series201.0ms

Counts
2 → 6
Calls
2 calls:
65.0ms
(/ (- t x) (- a z))
136.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify1.6s

Counts
72 → 72
Iterations
IterNodes
done5010
32144
2663
1276
0120

prune427.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 5.2b

localize20.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a z))
0.2b
(* (- t x) (/ 1 (- a z)))
11.8b
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

rewrite68.0ms

Algorithm
rewrite-expression-head
Rules
46×add-sqr-sqrt
40×*-un-lft-identity
32×times-frac
23×add-cube-cbrt
21×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1
associate-/r* associate-*l*
flip3-- div-exp prod-exp associate-/r/ flip--
expm1-log1p-u insert-posit16 log1p-expm1-u associate-/l* add-log-exp unswap-sqr
frac-times cbrt-undiv rec-exp 1-exp associate-*l/ cbrt-unprod div-inv
clear-num frac-2neg pow-prod-down associate-*r/ un-div-inv *-commutative fma-udef pow-flip inv-pow
Counts
3 → 108
Calls
3 calls:
13.0ms
(/ 1 (- a z))
51.0ms
(* (- t x) (/ 1 (- a z)))
0.0ms
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

series247.0ms

Counts
3 → 9
Calls
3 calls:
57.0ms
(/ 1 (- a z))
82.0ms
(* (- t x) (/ 1 (- a z)))
107.0ms
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

simplify2.5s

Counts
117 → 117
Iterations
IterNodes
done5001
33563
21195
1373
0158

prune557.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 5.1b

localize29.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- t x) (- a z))
11.8b
(fma (- y z) (/ (- t x) (- a z)) x)

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-cbrt-cube add-exp-log
expm1-log1p-u pow1 flip3-- associate-/r/ insert-posit16 log1p-expm1-u flip-- add-log-exp associate-/l/
cbrt-undiv clear-num frac-2neg div-sub div-exp fma-udef div-inv
Counts
2 → 66
Calls
2 calls:
41.0ms
(/ (- t x) (- a z))
0.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series208.0ms

Counts
2 → 6
Calls
2 calls:
74.0ms
(/ (- t x) (- a z))
133.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify1.6s

Counts
72 → 72
Iterations
IterNodes
done5010
32144
2663
1276
0120

prune432.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 5.1b

localize28.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a z) (- t x))
2.3b
(+ (/ (- y z) (/ (- a z) (- t x))) x)
6.0b
(/ (- y z) (/ (- a z) (- t x)))

rewrite415.0ms

Algorithm
rewrite-expression-head
Rules
610×times-frac
572×*-un-lft-identity
570×add-sqr-sqrt
200×add-cube-cbrt
185×distribute-lft-out-- difference-of-squares
160×fma-def
36×associate-/r*
26×associate-/r/
14×flip3-- div-inv flip--
10×add-cbrt-cube add-exp-log associate-/l*
add-log-exp
cbrt-undiv div-exp associate-/l/
expm1-log1p-u pow1 div-sub insert-posit16 log1p-expm1-u
clear-num frac-2neg
+-commutative sum-log flip3-+ associate-+l- flip-+ distribute-lft-out
Counts
3 → 443
Calls
3 calls:
49.0ms
(/ (- a z) (- t x))
274.0ms
(+ (/ (- y z) (/ (- a z) (- t x))) x)
51.0ms
(/ (- y z) (/ (- a z) (- t x)))

series723.0ms

Counts
3 → 9
Calls
3 calls:
73.0ms
(/ (- a z) (- t x))
234.0ms
(+ (/ (- y z) (/ (- a z) (- t x))) x)
415.0ms
(/ (- y z) (/ (- a z) (- t x)))

simplify1.8s

Counts
452 → 452
Iterations
IterNodes
done5009
23628
11152
0361

prune1.9s

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 2.5b

regimes673.0ms

Accuracy

20.9% (6.2b remaining)

Error of 9.9b against oracle of 3.6b and baseline of 11.5b

bsearch126.0ms

Steps
ItersRangePoint
8
5.108312120969135e-178
5.5104307175624145e-174
1.082916304047229e-175
8
-4.535093393717798e-77
-8.512415071153562e-82
-2.0167221434791827e-79

simplify9.0ms

Iterations
IterNodes
done36
136
033

end0.0ms

sample1.4s

Algorithm
intervals
Results
605.0ms7809×body80valid
140.0ms463×body640valid
118.0ms252×body160valid
79.0ms284×body1280valid
69.0ms411×body320valid
4.0ms11×body2560valid