Details

Time bar (total: 29.6s)

sample173.0ms

Algorithm
intervals
Results
112.0ms882×body80nan
27.0ms297×body80valid

simplify3.4s

Counts
1 → 1
Iterations
IterNodes
63095
51346
4543
3191
275
128
014

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 9 (- a (/ 1.0 3.0)))
0.1b
(fma (/ rand (sqrt (* 9 (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)) (- a (/ 1.0 3.0)))
0.1b
(sqrt (* 9 (- a (/ 1.0 3.0))))
0.2b
(/ rand (sqrt (* 9 (- a (/ 1.0 3.0)))))

rewrite77.0ms

Algorithm
rewrite-expression-head
Rules
90×add-sqr-sqrt
85×*-un-lft-identity
83×add-cube-cbrt
78×prod-diff
67×times-frac
41×distribute-rgt-in distribute-lft-in
pow1
add-cbrt-cube add-exp-log
div-inv
associate-*r* associate-*r/
sqrt-prod
expm1-log1p-u associate-/r* sqrt-div insert-posit16 log1p-expm1-u add-log-exp
flip3-- associate-*l* flip-- associate-/l*
sub-neg sqrt-pow1 pow-prod-down associate-/r/ difference-of-squares
cbrt-undiv clear-num frac-2neg pow1/2 div-exp prod-exp *-commutative cbrt-unprod fma-udef distribute-lft-out-- unswap-sqr
Counts
4 → 171
Calls
4 calls:
36.0ms
(* 9 (- a (/ 1.0 3.0)))
0.0ms
(fma (/ rand (sqrt (* 9 (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)) (- a (/ 1.0 3.0)))
14.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
18.0ms
(/ rand (sqrt (* 9 (- a (/ 1.0 3.0)))))

series484.0ms

Counts
4 → 12
Calls
4 calls:
81.0ms
(* 9 (- a (/ 1.0 3.0)))
126.0ms
(fma (/ rand (sqrt (* 9 (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)) (- a (/ 1.0 3.0)))
76.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
200.0ms
(/ rand (sqrt (* 9 (- a (/ 1.0 3.0)))))

simplify943.0ms

Counts
183 → 183
Iterations
IterNodes
22152
1879
0432

prune946.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize42.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 9 (- a (/ 1.0 3.0)))
0.1b
(sqrt (* 9 (- a (/ 1.0 3.0))))
0.2b
(/ rand (sqrt (* 9 (- a (/ 1.0 3.0)))))
7.6b
(* (/ rand (sqrt (* 9 (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)))

rewrite222.0ms

Algorithm
rewrite-expression-head
Rules
177×add-sqr-sqrt
164×*-un-lft-identity
160×add-cube-cbrt
156×prod-diff
135×times-frac
82×distribute-rgt-in distribute-lft-in
21×associate-*l*
14×div-inv
13×add-cbrt-cube add-exp-log
12×associate-*r*
11×pow1
10×associate-*r/
sqrt-prod
flip3-- sqrt-div flip--
expm1-log1p-u associate-/r* sub-neg associate-/r/ insert-posit16 log1p-expm1-u add-log-exp difference-of-squares
pow-prod-down prod-exp cbrt-unprod associate-/l* unswap-sqr
frac-times cbrt-undiv sqrt-pow1 div-exp *-commutative distribute-lft-out--
clear-num frac-2neg pow1/2 associate-*l/
Counts
4 → 289
Calls
4 calls:
47.0ms
(* 9 (- a (/ 1.0 3.0)))
28.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
21.0ms
(/ rand (sqrt (* 9 (- a (/ 1.0 3.0)))))
114.0ms
(* (/ rand (sqrt (* 9 (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)))

series467.0ms

Counts
4 → 12
Calls
4 calls:
72.0ms
(* 9 (- a (/ 1.0 3.0)))
82.0ms
(sqrt (* 9 (- a (/ 1.0 3.0))))
178.0ms
(/ rand (sqrt (* 9 (- a (/ 1.0 3.0)))))
135.0ms
(* (/ rand (sqrt (* 9 (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)))

simplify1.9s

Counts
301 → 301
Iterations
IterNodes
23937
11456
0579

prune1.7s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0))) (- a (/ 1.0 3.0)))
0.2b
(/ rand (* 3 (sqrt (- a (/ 1.0 3.0)))))
0.2b
(* 3 (sqrt (- a (/ 1.0 3.0))))
7.6b
(* (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)))

rewrite233.0ms

Algorithm
rewrite-expression-head
Rules
198×add-sqr-sqrt
195×prod-diff
189×*-un-lft-identity
182×add-cube-cbrt
143×times-frac
82×distribute-rgt-in associate-+l+ distribute-lft-in
41×associate-+r+
20×add-cbrt-cube add-exp-log
17×div-inv
15×associate-*r*
14×flip3-- flip--
12×associate-*l* associate-*r/
10×frac-add
add-log-exp
pow1
sqrt-prod
frac-times sqrt-div prod-exp cbrt-unprod
sub-neg
expm1-log1p-u cbrt-undiv div-exp associate-/r/ insert-posit16 log1p-expm1-u difference-of-squares
associate-*l/ associate-/l* distribute-lft-out-- unswap-sqr
sum-log distribute-rgt-out pow-prod-down *-commutative
+-commutative clear-num associate-+r- associate-/r* fma-def frac-2neg distribute-lft1-in flip3-+ diff-log flip-+
Counts
4 → 330
Calls
4 calls:
57.0ms
(+ (* (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0))) (- a (/ 1.0 3.0)))
18.0ms
(/ rand (* 3 (sqrt (- a (/ 1.0 3.0)))))
43.0ms
(* 3 (sqrt (- a (/ 1.0 3.0))))
99.0ms
(* (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)))

series645.0ms

Counts
4 → 12
Calls
4 calls:
153.0ms
(+ (* (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0))) (- a (/ 1.0 3.0)))
196.0ms
(/ rand (* 3 (sqrt (- a (/ 1.0 3.0)))))
113.0ms
(* 3 (sqrt (- a (/ 1.0 3.0))))
182.0ms
(* (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))) (- a (/ 1.0 3.0)))

simplify5.5s

Counts
342 → 342
Iterations
IterNodes
27069
11858
0586

prune2.2s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize41.0ms

Local error

Found 4 expressions with local error:

0.2b
(* 3 (sqrt (- a (/ 1.0 3.0))))
0.2b
(* 3 (sqrt (- a (/ 1.0 3.0))))
0.4b
(* (- (/ 1.0 3.0)) (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))))
7.6b
(* a (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))))

rewrite212.0ms

Algorithm
rewrite-expression-head
Rules
52×add-sqr-sqrt
39×associate-*l*
36×associate-*r*
34×*-un-lft-identity
30×add-cube-cbrt
26×times-frac add-cbrt-cube add-exp-log
14×sqrt-prod
13×distribute-lft-neg-in distribute-rgt-neg-in
12×pow1
10×prod-exp associate-*r/ cbrt-unprod
sqrt-div
unswap-sqr
expm1-log1p-u cbrt-undiv flip3-- div-exp pow-prod-down associate-/r/ *-commutative insert-posit16 log1p-expm1-u div-inv flip-- add-log-exp difference-of-squares
distribute-neg-frac distribute-lft-out--
distribute-lft-neg-out frac-times neg-mul-1 associate-*l/
Counts
4 → 154
Calls
4 calls:
42.0ms
(* 3 (sqrt (- a (/ 1.0 3.0))))
39.0ms
(* 3 (sqrt (- a (/ 1.0 3.0))))
61.0ms
(* (- (/ 1.0 3.0)) (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))))
67.0ms
(* a (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))))

series1.2s

Counts
4 → 12
Calls
4 calls:
82.0ms
(* 3 (sqrt (- a (/ 1.0 3.0))))
486.0ms
(* 3 (sqrt (- a (/ 1.0 3.0))))
192.0ms
(* (- (/ 1.0 3.0)) (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))))
398.0ms
(* a (/ rand (* 3 (sqrt (- a (/ 1.0 3.0))))))

simplify1.6s

Counts
166 → 166
Iterations
IterNodes
22945
1771
0283

prune1.1s

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

regimes219.0ms

Accuracy

0% (0.1b remaining)

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

bsearch0.0ms

simplify11.0ms

Iterations
IterNodes
431
331
228
124
015

end0.0ms

sample6.2s

Algorithm
intervals
Results
4.1s27172×body80nan
1.2s9137×body80valid