Details

Time bar (total: 23.8s)

sample125.0ms

Algorithm
intervals
Results
69.0ms819×body80nan
22.0ms290×body80valid

simplify3.3s

Counts
1 → 1
Iterations
IterNodes
done5000
52234
4794
3241
280
130
014

prune11.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize31.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 9 (- a (/ 1.0 3.0)))
0.1b
(fma (/ (- a (/ 1.0 3.0)) (sqrt (* 9 (- a (/ 1.0 3.0))))) rand (- a (/ 1.0 3.0)))
0.1b
(sqrt (* 9 (- a (/ 1.0 3.0))))
0.3b
(/ (- a (/ 1.0 3.0)) (sqrt (* 9 (- a (/ 1.0 3.0)))))

rewrite203.0ms

Algorithm
rewrite-expression-head
Rules
118×add-sqr-sqrt
98×*-un-lft-identity
86×add-cube-cbrt
84×times-frac
78×prod-diff
41×distribute-rgt-in distribute-lft-in
12×difference-of-squares
pow1
add-cbrt-cube add-exp-log sqrt-prod
div-inv
associate-*r* associate-*r/ associate-/l* distribute-lft-out--
expm1-log1p-u associate-/r* flip3-- sqrt-div insert-posit16 log1p-expm1-u flip-- add-log-exp
associate-*l*
sub-neg sqrt-pow1 pow-prod-down associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg pow1/2 div-sub div-exp prod-exp *-commutative cbrt-unprod fma-udef unswap-sqr
Counts
4 → 189
Calls
4 calls:
70.0ms
(* 9 (- a (/ 1.0 3.0)))
1.0ms
(fma (/ (- a (/ 1.0 3.0)) (sqrt (* 9 (- a (/ 1.0 3.0))))) rand (- a (/ 1.0 3.0)))
49.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
75.0ms
(/ (- a (/ 1.0 3.0)) (sqrt (* 9 (- a (/ 1.0 3.0)))))

series320.0ms

Counts
4 → 12
Calls
4 calls:
59.0ms
(* 9 (- a (/ 1.0 3.0)))
110.0ms
(fma (/ (- a (/ 1.0 3.0)) (sqrt (* 9 (- a (/ 1.0 3.0))))) rand (- a (/ 1.0 3.0)))
73.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
78.0ms
(/ (- a (/ 1.0 3.0)) (sqrt (* 9 (- a (/ 1.0 3.0)))))

simplify1.9s

Counts
201 → 201
Iterations
IterNodes
done5000
22430
1953
0432

prune846.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.0b

localize26.0ms

Local error

Found 4 expressions with local error:

0.0b
(- a (/ 1.0 3.0))
0.0b
(sqrt (- a (/ 1.0 3.0)))
0.1b
(fma (* (/ (sqrt (- a (/ 1.0 3.0))) 3) 1) rand (- a (/ 1.0 3.0)))
0.3b
(/ (sqrt (- a (/ 1.0 3.0))) 3)

rewrite88.0ms

Algorithm
rewrite-expression-head
Rules
89×add-sqr-sqrt
70×*-un-lft-identity
60×times-frac
58×add-cube-cbrt
39×prod-diff
30×sqrt-prod
12×difference-of-squares
associate-/l*
add-cbrt-cube add-exp-log distribute-lft-out-- add-log-exp
pow1
expm1-log1p-u sqrt-div insert-posit16 log1p-expm1-u div-inv
associate-/r* flip3-- fma-neg flip--
associate-/l/
cbrt-undiv rem-sqrt-square clear-num sub-neg frac-2neg sqrt-pow1 pow1/2 diff-log div-exp fma-udef
Counts
4 → 148
Calls
4 calls:
19.0ms
(- a (/ 1.0 3.0))
36.0ms
(sqrt (- a (/ 1.0 3.0)))
0.0ms
(fma (* (/ (sqrt (- a (/ 1.0 3.0))) 3) 1) rand (- a (/ 1.0 3.0)))
27.0ms
(/ (sqrt (- a (/ 1.0 3.0))) 3)

series273.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(- a (/ 1.0 3.0))
45.0ms
(sqrt (- a (/ 1.0 3.0)))
96.0ms
(fma (* (/ (sqrt (- a (/ 1.0 3.0))) 3) 1) rand (- a (/ 1.0 3.0)))
94.0ms
(/ (sqrt (- a (/ 1.0 3.0))) 3)

simplify2.5s

Counts
160 → 160
Iterations
IterNodes
done5000
34852
21627
1653
0300

prune626.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize53.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma (/ (- a (/ 1.0 3.0)) (sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0)))))) rand (- a (/ 1.0 3.0)))
0.1b
(sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0)))))
0.3b
(/ (- a (/ 1.0 3.0)) (sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0))))))
0.4b
(* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0))))

rewrite434.0ms

Algorithm
rewrite-expression-head
Rules
177×add-sqr-sqrt
164×distribute-rgt-in distribute-lft-in
162×*-un-lft-identity
156×prod-diff
152×add-cube-cbrt
137×times-frac
29×pow1
18×add-exp-log
16×pow-prod-down
13×div-inv
12×add-cbrt-cube associate-*r/
10×difference-of-squares
prod-exp sqrt-prod cbrt-unprod
associate-/l*
sqrt-pow1 distribute-lft-out--
expm1-log1p-u associate-/r* sub-neg flip3-- sqrt-div insert-posit16 log1p-expm1-u flip-- add-log-exp
associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg pow1/2 div-sub div-exp associate-*r* associate-*l* *-commutative fma-udef
Counts
4 → 275
Calls
4 calls:
0.0ms
(fma (/ (- a (/ 1.0 3.0)) (sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0)))))) rand (- a (/ 1.0 3.0)))
177.0ms
(sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0)))))
114.0ms
(/ (- a (/ 1.0 3.0)) (sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0))))))
121.0ms
(* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0))))

series665.0ms

Counts
4 → 12
Calls
4 calls:
174.0ms
(fma (/ (- a (/ 1.0 3.0)) (sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0)))))) rand (- a (/ 1.0 3.0)))
130.0ms
(sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0)))))
136.0ms
(/ (- a (/ 1.0 3.0)) (sqrt (* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0))))))
224.0ms
(* (* (cbrt 9) (cbrt 9)) (* (cbrt 9) (- a (/ 1.0 3.0))))

simplify3.1s

Counts
287 → 287
Iterations
IterNodes
done5048
24090
11908
0663

prune807.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0.0b

localize37.0ms

Local error

Found 4 expressions with local error:

0.1b
(* (- a (/ 1.0 3.0)) (+ 1 (* (/ 1 (sqrt (* 9 (- a (/ 1.0 3.0))))) rand)))
0.1b
(sqrt (* 9 (- a (/ 1.0 3.0))))
0.2b
(* (/ 1 (sqrt (* 9 (- a (/ 1.0 3.0))))) rand)
0.3b
(/ 1 (sqrt (* 9 (- a (/ 1.0 3.0)))))

rewrite249.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt
27×*-un-lft-identity times-frac
24×associate-*l* add-cube-cbrt
19×add-exp-log
15×pow1
13×add-cbrt-cube
associate-*r/ sqrt-prod
flip3-- sqrt-div associate-*r* flip--
prod-exp
expm1-log1p-u frac-times associate-/r* sqrt-pow1 div-exp pow-prod-down associate-/r/ insert-posit16 log1p-expm1-u pow-flip add-log-exp unswap-sqr
flip3-+ associate-*l/ cbrt-unprod flip-+ associate-/l*
cbrt-undiv rec-exp pow1/2 1-exp *-commutative div-inv difference-of-squares
distribute-rgt-in clear-num frac-2neg distribute-lft-in distribute-lft-out-- inv-pow
Counts
4 → 136
Calls
4 calls:
49.0ms
(* (- a (/ 1.0 3.0)) (+ 1 (* (/ 1 (sqrt (* 9 (- a (/ 1.0 3.0))))) rand)))
44.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
109.0ms
(* (/ 1 (sqrt (* 9 (- a (/ 1.0 3.0))))) rand)
43.0ms
(/ 1 (sqrt (* 9 (- a (/ 1.0 3.0)))))

series479.0ms

Counts
4 → 12
Calls
4 calls:
88.0ms
(* (- a (/ 1.0 3.0)) (+ 1 (* (/ 1 (sqrt (* 9 (- a (/ 1.0 3.0))))) rand)))
74.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
215.0ms
(* (/ 1 (sqrt (* 9 (- a (/ 1.0 3.0))))) rand)
100.0ms
(/ 1 (sqrt (* 9 (- a (/ 1.0 3.0)))))

simplify2.5s

Counts
148 → 148
Iterations
IterNodes
done5000
22684
1802
0289

prune675.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

regimes267.0ms

Accuracy

0% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.1b

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done17
117
013

end0.0ms

sample4.3s

Algorithm
intervals
Results
2.9s27544×body80nan
749.0ms9156×body80valid