Details

Time bar (total: 41.3s)

sample63.0ms

Algorithm
intervals
Results
16.0ms250×body80valid
3.0ms15×body320valid
2.0ms10×body640valid
1.0msbody1280valid
1.0msbody160valid

simplify5.6s

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

prune38.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.8b

localize46.0ms

Local error

Found 2 expressions with local error:

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

rewrite58.0ms

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:
51.0ms
(/ (- t x) (- a z))
2.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series344.0ms

Counts
2 → 6
Calls
2 calls:
114.0ms
(/ (- t x) (- a z))
230.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify3.3s

Counts
72 → 72
Iterations
IterNodes
done5001
32139
2660
1276
0120

prune1.1s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 5.3b

localize30.0ms

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)

rewrite106.0ms

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:
21.0ms
(/ 1 (- a z))
69.0ms
(* (- t x) (/ 1 (- a z)))
1.0ms
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

series353.0ms

Counts
3 → 9
Calls
3 calls:
45.0ms
(/ 1 (- a z))
94.0ms
(* (- t x) (/ 1 (- a z)))
215.0ms
(fma (- y z) (* (- t x) (/ 1 (- a z))) x)

simplify6.7s

Counts
117 → 117
Iterations
IterNodes
done5000
34043
21308
1373
0158

prune1.7s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 5.2b

localize48.0ms

Local error

Found 2 expressions with local error:

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

rewrite80.0ms

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:
67.0ms
(/ (- t x) (- a z))
2.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

series343.0ms

Counts
2 → 6
Calls
2 calls:
97.0ms
(/ (- t x) (- a z))
245.0ms
(fma (- y z) (/ (- t x) (- a z)) x)

simplify3.6s

Counts
72 → 72
Iterations
IterNodes
done5001
32139
2660
1276
0120

prune1.1s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 5.2b

localize56.0ms

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)))

rewrite649.0ms

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:
59.0ms
(/ (- a z) (- t x))
430.0ms
(+ (/ (- y z) (/ (- a z) (- t x))) x)
65.0ms
(/ (- y z) (/ (- a z) (- t x)))

series1.2s

Counts
3 → 9
Calls
3 calls:
132.0ms
(/ (- a z) (- t x))
404.0ms
(+ (/ (- y z) (/ (- a z) (- t x))) x)
651.0ms
(/ (- y z) (/ (- a z) (- t x)))

simplify5.1s

Counts
452 → 452
Iterations
IterNodes
done5001
23834
11152
0361

prune5.2s

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 2.5b

regimes2.4s

Accuracy

16.3% (6.6b remaining)

Error of 10.3b against oracle of 3.7b and baseline of 11.6b

bsearch173.0ms

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

simplify12.0ms

Iterations
IterNodes
done35
135
032

end0.0ms

sample1.9s

Algorithm
intervals
Results
579.0ms7809×body80valid
367.0ms252×body160valid
189.0ms463×body640valid
106.0ms284×body1280valid
68.0ms411×body320valid
4.0ms11×body2560valid