Details

Time bar (total: 21.6s)

sample34.0ms

Algorithm
intervals
Results
10.0ms246×body80valid
3.0ms19×body640valid
2.0ms17×body320valid
1.0msbody1280valid
1.0msbody160valid

simplify3.2s

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

prune34.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 11.8b

localize28.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- z t) (- a t))
2.7b
(fma (/ (- z t) (- a t)) (- y x) x)

rewrite23.0ms

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/ 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 → 64
Calls
2 calls:
20.0ms
(/ (- z t) (- a t))
0.0ms
(fma (/ (- z t) (- a t)) (- y x) x)

series319.0ms

Counts
2 → 6
Calls
2 calls:
93.0ms
(/ (- z t) (- a t))
225.0ms
(fma (/ (- z t) (- a t)) (- y x) x)

simplify1.9s

Counts
70 → 70
Iterations
IterNodes
done5002
32154
2678
1272
0116

prune466.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.7b

localize24.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a t))
0.2b
(* (- z t) (/ 1 (- a t)))
4.7b
(fma (* (- z t) (/ 1 (- a t))) (- y x) x)

rewrite55.0ms

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 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 → 105
Calls
3 calls:
10.0ms
(/ 1 (- a t))
41.0ms
(* (- z t) (/ 1 (- a t)))
0.0ms
(fma (* (- z t) (/ 1 (- a t))) (- y x) x)

series262.0ms

Counts
3 → 9
Calls
3 calls:
43.0ms
(/ 1 (- a t))
60.0ms
(* (- z t) (/ 1 (- a t)))
159.0ms
(fma (* (- z t) (/ 1 (- a t))) (- y x) x)

simplify2.3s

Counts
114 → 114
Iterations
IterNodes
done5000
33870
21216
1360
0152

prune728.0ms

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 4.7b

localize68.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (/ 1 (- a t)))
0.6b
(cbrt (/ 1 (- a t)))
0.6b
(cbrt (/ 1 (- a t)))
10.3b
(fma (* (* (- z t) (* (cbrt (/ 1 (- a t))) (cbrt (/ 1 (- a t))))) (cbrt (/ 1 (- a t)))) (- y x) x)

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
63×cbrt-prod
49×add-sqr-sqrt *-un-lft-identity
45×times-frac
31×add-cube-cbrt
distribute-lft-out-- difference-of-squares
associate-/r/
expm1-log1p-u pow1 add-cbrt-cube add-exp-log log1p-expm1-u add-log-exp
cbrt-div flip3-- pow1/3 div-inv flip--
fma-udef
Counts
4 → 106
Calls
4 calls:
9.0ms
(cbrt (/ 1 (- a t)))
9.0ms
(cbrt (/ 1 (- a t)))
9.0ms
(cbrt (/ 1 (- a t)))
1.0ms
(fma (* (* (- z t) (* (cbrt (/ 1 (- a t))) (cbrt (/ 1 (- a t))))) (cbrt (/ 1 (- a t)))) (- y x) x)

series836.0ms

Counts
4 → 12
Calls
4 calls:
224.0ms
(cbrt (/ 1 (- a t)))
234.0ms
(cbrt (/ 1 (- a t)))
198.0ms
(cbrt (/ 1 (- a t)))
179.0ms
(fma (* (* (- z t) (* (cbrt (/ 1 (- a t))) (cbrt (/ 1 (- a t))))) (cbrt (/ 1 (- a t)))) (- y x) x)

simplify1.6s

Counts
118 → 118
Iterations
IterNodes
done5002
31585
2544
1263
0144

prune1.0s

Pruning

15 alts after pruning (13 fresh and 2 done)

Merged error: 4.7b

localize62.0ms

Local error

Found 4 expressions with local error:

0.6b
(* (cbrt (/ 1 (- a t))) (/ 1 (cbrt (- a t))))
0.6b
(cbrt (/ 1 (- a t)))
0.6b
(cbrt (/ 1 (- a t)))
9.5b
(fma (* (* (- z t) (* (cbrt (/ 1 (- a t))) (/ 1 (cbrt (- a t))))) (cbrt (/ 1 (- a t)))) (- y x) x)

rewrite133.0ms

Algorithm
rewrite-expression-head
Rules
124×add-sqr-sqrt
101×cbrt-prod
95×times-frac
84×*-un-lft-identity
47×add-cube-cbrt
30×associate-*r*
24×associate-*l*
20×unswap-sqr
13×add-exp-log
12×distribute-lft-out-- difference-of-squares
associate-/r/
pow1 cbrt-div add-cbrt-cube
expm1-log1p-u flip3-- prod-exp log1p-expm1-u div-inv flip-- add-log-exp
pow1/3 div-exp cbrt-unprod
frac-times cbrt-undiv rec-exp 1-exp pow-prod-down associate-*l/ associate-*r/ un-div-inv *-commutative fma-udef
Counts
4 → 169
Calls
4 calls:
96.0ms
(* (cbrt (/ 1 (- a t))) (/ 1 (cbrt (- a t))))
10.0ms
(cbrt (/ 1 (- a t)))
11.0ms
(cbrt (/ 1 (- a t)))
1.0ms
(fma (* (* (- z t) (* (cbrt (/ 1 (- a t))) (/ 1 (cbrt (- a t))))) (cbrt (/ 1 (- a t)))) (- y x) x)

series869.0ms

Counts
4 → 12
Calls
4 calls:
208.0ms
(* (cbrt (/ 1 (- a t))) (/ 1 (cbrt (- a t))))
251.0ms
(cbrt (/ 1 (- a t)))
226.0ms
(cbrt (/ 1 (- a t)))
184.0ms
(fma (* (* (- z t) (* (cbrt (/ 1 (- a t))) (/ 1 (cbrt (- a t))))) (cbrt (/ 1 (- a t)))) (- y x) x)

simplify2.6s

Counts
181 → 181
Iterations
IterNodes
done5001
33332
21401
1672
0286

prune1.7s

Pruning

15 alts after pruning (12 fresh and 3 done)

Merged error: 4.7b

regimes1.3s

Accuracy

34.3% (5.5b remaining)

Error of 9.0b against oracle of 3.6b and baseline of 11.9b

bsearch4.0ms

simplify9.0ms

Iterations
IterNodes
done35
135
026

end0.0ms

sample1.9s

Algorithm
intervals
Results
662.0ms7782×body80valid
551.0ms518×body640valid
102.0ms376×body320valid
87.0ms288×body1280valid
40.0ms11×body2560valid
30.0ms251×body160valid