Details

Time bar (total: 33.7s)

sample109.0ms

Algorithm
intervals
Results
36.0ms24×body1280valid
23.0ms44×body2560valid
17.0ms183×body80valid
8.0ms87×body80nan
3.0msbody640valid
2.0msbody320valid
1.0msbody160valid
1.0msbody5120valid

simplify218.0ms

Counts
1 → 1

prune23.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 34.4b

localize34.0ms

Local error

Found 3 expressions with local error:

22.1b
(sqrt (fma (* -4 a) c (* b b)))
2.0b
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
0.1b
(/ (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2) a)

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
168×add-sqr-sqrt
167×*-un-lft-identity
159×times-frac
115×add-cube-cbrt
60×prod-diff
46×sqrt-prod
34×distribute-rgt-neg-in
26×distribute-lft-out-- difference-of-squares
25×associate-/l*
21×distribute-lft-neg-in
10×fma-neg
add-cbrt-cube add-exp-log
neg-mul-1 add-log-exp
div-inv
pow1
expm1-log1p-u cbrt-undiv associate-/r* div-exp insert-posit16 log1p-expm1-u
diff-log div-sub
associate--l- neg-sub0 rem-sqrt-square clear-num sub-neg frac-2neg sqrt-pow1 flip3-- pow1/2 neg-log flip-- associate-/l/
Counts
3 → 229
Calls
3 calls:
Slowest
29.0ms
(/ (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2) a)
10.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
1.0ms
(sqrt (fma (* -4 a) c (* b b)))

series719.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
482.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
140.0ms
(/ (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2) a)
98.0ms
(sqrt (fma (* -4 a) c (* b b)))

simplify1.0s

Counts
238 → 238

prune2.8s

Pruning

14 alts after pruning (14 fresh and 0 done)

Merged error: 5.8b

localize25.0ms

Local error

Found 3 expressions with local error:

22.1b
(sqrt (fma (* -4 a) c (* b b)))
2.0b
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
0.2b
(* (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (/ 1/2 a))

rewrite50.0ms

Algorithm
rewrite-expression-head
Rules
67×add-sqr-sqrt
61×*-un-lft-identity
60×prod-diff
53×add-cube-cbrt
35×sqrt-prod
23×distribute-rgt-neg-in
21×distribute-lft-neg-in
13×associate-*r*
10×times-frac fma-neg
add-cbrt-cube add-exp-log
neg-mul-1 associate-*l* add-log-exp
pow1
distribute-lft-out-- difference-of-squares
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u flip--
frac-times diff-log associate-*l/ prod-exp cbrt-unprod unswap-sqr
associate--l- neg-sub0 cbrt-undiv rem-sqrt-square sub-neg sqrt-pow1 pow1/2 div-exp pow-prod-down neg-log associate-*r/ *-commutative div-inv
Counts
3 → 150
Calls
3 calls:
Slowest
31.0ms
(* (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (/ 1/2 a))
15.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
1.0ms
(sqrt (fma (* -4 a) c (* b b)))

series262.0ms

Counts
3 → 9
Calls
3 calls:
Slowest
95.0ms
(* (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (/ 1/2 a))
85.0ms
(sqrt (fma (* -4 a) c (* b b)))
82.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))

simplify1.8s

Counts
159 → 159

prune2.0s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 5.8b

localize37.0ms

Local error

Found 4 expressions with local error:

22.1b
(sqrt (fma (* -4 a) c (* b b)))
2.0b
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
0.2b
(/ 1 (/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2)))
0.1b
(/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2))

rewrite115.0ms

Algorithm
rewrite-expression-head
Rules
951×times-frac
630×add-sqr-sqrt
629×*-un-lft-identity
433×add-cube-cbrt
105×associate-/r*
98×distribute-lft-out-- difference-of-squares
82×sqrt-prod
70×distribute-rgt-neg-in
60×prod-diff
30×add-exp-log
22×div-inv
21×distribute-lft-neg-in
18×add-cbrt-cube div-exp
10×fma-neg
cbrt-undiv
add-log-exp
neg-mul-1
pow1 associate-/r/ associate-/l*
expm1-log1p-u insert-posit16 log1p-expm1-u
rec-exp 1-exp
clear-num frac-2neg diff-log
associate--l- neg-sub0 rem-sqrt-square sub-neg sqrt-pow1 flip3-- pow1/2 neg-log pow-flip flip-- inv-pow
Counts
4 → 579
Calls
4 calls:
Slowest
36.0ms
(/ 1 (/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2)))
27.0ms
(/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2))
20.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
2.0ms
(sqrt (fma (* -4 a) c (* b b)))

series604.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
239.0ms
(/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2))
134.0ms
(/ 1 (/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) 2)))
121.0ms
(sqrt (fma (* -4 a) c (* b b)))
111.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))

simplify1.1s

Counts
591 → 591

prune8.1s

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 5.8b

localize60.0ms

Local error

Found 4 expressions with local error:

22.1b
(sqrt (fma (* -4 a) c (* b b)))
2.0b
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
0.3b
(* (sqrt 2) (/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (sqrt 2))))
0.3b
(/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (sqrt 2))

rewrite137.0ms

Algorithm
rewrite-expression-head
Rules
316×times-frac
312×add-sqr-sqrt
285×*-un-lft-identity
181×add-cube-cbrt
155×sqrt-prod
143×associate-*r*
60×prod-diff
52×distribute-lft-out-- difference-of-squares
47×distribute-rgt-neg-in
21×distribute-lft-neg-in
15×add-cbrt-cube add-exp-log
10×fma-neg
add-log-exp unswap-sqr
pow1 neg-mul-1 associate-/l*
associate-/r* associate-*l*
div-inv
expm1-log1p-u cbrt-undiv div-exp insert-posit16 log1p-expm1-u
prod-exp cbrt-unprod
flip3-- diff-log flip-- associate-/l/
associate--l- neg-sub0 rem-sqrt-square clear-num sub-neg frac-2neg sqrt-pow1 pow1/2 div-sub pow-prod-down neg-log associate-*r/ associate-/r/ *-commutative
Counts
4 → 356
Calls
4 calls:
Slowest
45.0ms
(/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (sqrt 2))
41.0ms
(* (sqrt 2) (/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (sqrt 2))))
29.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
2.0ms
(sqrt (fma (* -4 a) c (* b b)))

series1.1s

Counts
4 → 12
Calls
4 calls:
Slowest
565.0ms
(* (sqrt 2) (/ a (/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (sqrt 2))))
269.0ms
(/ (- (- b) (sqrt (fma (* -4 a) c (* b b)))) (sqrt 2))
118.0ms
(- (- b) (sqrt (fma (* -4 a) c (* b b))))
110.0ms
(sqrt (fma (* -4 a) c (* b b)))

simplify2.3s

Counts
368 → 368

prune5.4s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 5.8b

regimes416.0ms

Accuracy

83.5% (4.5b remaining)

Error of 10.5b against oracle of 6.0b and baseline of 33.1b

bsearch285.0ms

end0.0ms

sample5.0s

Algorithm
intervals
Results
1.9s1021×body2560valid
970.0ms5905×body80valid
804.0ms889×body1280valid
483.0ms2867×body80nan
238.0ms437×body640valid
128.0ms124×body5120valid
87.0ms223×body320valid
63.0ms120×body160valid