Details

Time bar (total: 45.8s)

sample81.0ms

Algorithm
intervals
Results
19.0ms245×body80valid
4.0ms18×body320valid
3.0msbody1280valid
3.0msbody640valid
1.0msbody160valid

simplify4.9s

Counts
1 → 1
Iterations
IterNodes
done5000
61890
5788
4299
3108
243
120
011

prune47.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 10.6b

localize39.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- z t) (- a t))
3.4b
(fma (/ (- z t) (- a t)) (- y x) x)

rewrite73.0ms

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:
62.0ms
(/ (- z t) (- a t))
1.0ms
(fma (/ (- z t) (- a t)) (- y x) x)

series400.0ms

Counts
2 → 6
Calls
2 calls:
124.0ms
(/ (- z t) (- a t))
276.0ms
(fma (/ (- z t) (- a t)) (- y x) x)

simplify4.1s

Counts
72 → 72
Iterations
IterNodes
done5008
32144
2678
1274
0118

prune1.3s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 4.2b

localize53.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ z (- a t))
0.0b
(/ t (- a t))
0.0b
(- (/ z (- a t)) (/ t (- a t)))
3.4b
(fma (- (/ z (- a t)) (/ t (- a t))) (- y x) x)

rewrite439.0ms

Algorithm
rewrite-expression-head
Rules
713×*-un-lft-identity
703×add-sqr-sqrt
693×times-frac
441×prod-diff
413×add-cube-cbrt
149×distribute-lft-out--
143×difference-of-squares
94×associate-/r/
48×flip3-- flip--
47×div-inv
21×fma-neg
10×associate-/r*
add-cbrt-cube add-exp-log
associate-/l* add-log-exp
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u
distribute-rgt-out--
cbrt-undiv clear-num frac-2neg div-exp
sub-neg diff-log frac-sub fma-udef sub-div
Counts
4 → 585
Calls
4 calls:
32.0ms
(/ z (- a t))
16.0ms
(/ t (- a t))
216.0ms
(- (/ z (- a t)) (/ t (- a t)))
2.0ms
(fma (- (/ z (- a t)) (/ t (- a t))) (- y x) x)

series569.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(/ z (- a t))
72.0ms
(/ t (- a t))
146.0ms
(- (/ z (- a t)) (/ t (- a t)))
293.0ms
(fma (- (/ z (- a t)) (/ t (- a t))) (- y x) x)

simplify5.7s

Counts
597 → 597
Iterations
IterNodes
done5000
23111
11292
0577

prune6.7s

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 4.2b

localize89.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ z (- a t))
0.0b
(- (/ z (- a t)) (* t (/ 1 (- a t))))
0.2b
(* t (/ 1 (- a t)))
3.9b
(fma (- (/ z (- a t)) (* t (/ 1 (- a t)))) (- y x) x)

rewrite262.0ms

Algorithm
rewrite-expression-head
Rules
75×add-sqr-sqrt
69×*-un-lft-identity
62×times-frac
42×add-cube-cbrt
21×fma-neg associate-*r* prod-diff
15×add-exp-log
13×distribute-lft-out-- difference-of-squares
11×add-cbrt-cube
associate-/r/
pow1 add-log-exp
associate-/r* flip3-- div-inv flip--
expm1-log1p-u prod-exp insert-posit16 log1p-expm1-u
div-exp associate-*l* associate-*r/ un-div-inv associate-/l* unswap-sqr
cbrt-undiv frac-sub cbrt-unprod sub-div
rec-exp clear-num sub-neg frac-2neg distribute-rgt-out-- diff-log 1-exp pow-prod-down *-commutative fma-udef
Counts
4 → 160
Calls
4 calls:
23.0ms
(/ z (- a t))
173.0ms
(- (/ z (- a t)) (* t (/ 1 (- a t))))
52.0ms
(* t (/ 1 (- a t)))
1.0ms
(fma (- (/ z (- a t)) (* t (/ 1 (- a t)))) (- y x) x)

series584.0ms

Counts
4 → 12
Calls
4 calls:
63.0ms
(/ z (- a t))
160.0ms
(- (/ z (- a t)) (* t (/ 1 (- a t))))
106.0ms
(* t (/ 1 (- a t)))
255.0ms
(fma (- (/ z (- a t)) (* t (/ 1 (- a t)))) (- y x) x)

simplify6.1s

Counts
172 → 172
Iterations
IterNodes
done5000
34590
21483
1514
0219

prune2.8s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 4.2b

localize52.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ z (- a t))
0.0b
(- (/ z (- a t)) (* (/ 1 (- a t)) t))
0.2b
(* (/ 1 (- a t)) t)
3.9b
(fma (- (/ z (- a t)) (* (/ 1 (- a t)) t)) (- y x) x)

rewrite246.0ms

Algorithm
rewrite-expression-head
Rules
75×add-sqr-sqrt
69×*-un-lft-identity
62×times-frac
42×add-cube-cbrt
21×fma-neg associate-*l* prod-diff
15×add-exp-log
13×distribute-lft-out-- difference-of-squares
11×add-cbrt-cube
associate-/r/
pow1 add-log-exp
associate-/r* flip3-- flip--
expm1-log1p-u prod-exp insert-posit16 log1p-expm1-u div-inv
div-exp associate-*r* associate-*l/ associate-/l* unswap-sqr
cbrt-undiv cbrt-unprod
rec-exp clear-num sub-neg frac-2neg diff-log 1-exp pow-prod-down *-commutative frac-sub fma-udef sub-div
Counts
4 → 156
Calls
4 calls:
16.0ms
(/ z (- a t))
139.0ms
(- (/ z (- a t)) (* (/ 1 (- a t)) t))
63.0ms
(* (/ 1 (- a t)) t)
1.0ms
(fma (- (/ z (- a t)) (* (/ 1 (- a t)) t)) (- y x) x)

series588.0ms

Counts
4 → 12
Calls
4 calls:
64.0ms
(/ z (- a t))
179.0ms
(- (/ z (- a t)) (* (/ 1 (- a t)) t))
93.0ms
(* (/ 1 (- a t)) t)
252.0ms
(fma (- (/ z (- a t)) (* (/ 1 (- a t)) t)) (- y x) x)

simplify3.7s

Counts
168 → 168
Iterations
IterNodes
done5001
21519
1499
0215

prune2.7s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 4.2b

regimes2.3s

Accuracy

43% (4.8b remaining)

Error of 8.3b against oracle of 3.5b and baseline of 11.9b

bsearch6.0ms

simplify25.0ms

Iterations
IterNodes
done38
138
033

end0.0ms

sample2.2s

Algorithm
intervals
Results
1.2s7765×body80valid
190.0ms494×body640valid
80.0ms269×body1280valid
73.0ms412×body320valid
32.0ms263×body160valid
6.0ms17×body2560valid