Details

Time bar (total: 13.4s)

sample89.0ms

Algorithm
intervals
Results
17.0ms18×body640valid
16.0ms43×body2560valid
12.0ms176×body80valid
10.0ms31×body1280valid
7.0ms106×body80nan
2.0ms4×body5120valid
1.0ms7×body320valid
1.0ms4×body160valid

simplify101.0ms

Counts
1 → 1
Iterations

Useful iterations: 2 (7.0ms)

IterNodesCost
01417
12417
24416
37816
49116
59916
done9916

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 37.8b

localize14.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))
0.8b
(- (* b b) (* (* 4.0 a) c))
1.4b
(+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
24.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))

rewrite144.0ms

Algorithm
rewrite-expression-head
Rules
19×*-un-lft-identity
10×add-log-exp
9×add-exp-log add-cbrt-cube
8×add-sqr-sqrt
7×add-cube-cbrt
6×distribute-lft-out
5×pow1 times-frac associate-/l*
3×distribute-rgt-neg-in sqrt-prod
2×cbrt-undiv neg-sub0 associate-+l- flip3-- flip3-+ sqrt-div div-exp sum-log flip-- flip-+ associate-/l/
1×+-commutative sub-neg rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 diff-log div-sub neg-log prod-exp clear-num associate-/r* cbrt-unprod div-inv
Counts
4 → 70
Calls
4 calls:
92.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))
8.0ms
(- (* b b) (* (* 4.0 a) c))
30.0ms
(+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
10.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

series502.0ms

Counts
4 → 12
Calls
4 calls:
168.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))
71.0ms
(- (* b b) (* (* 4.0 a) c))
141.0ms
(+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
120.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

simplify1.1s

Counts
82 → 82
Iterations

Useful iterations: done (1.1s)

IterNodesCost
01541565
14011461
213531245
done50011233

prune368.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 5.3b

localize21.0ms

Local error

Found 4 expressions with local error:

1.2b
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
5.1b
(/ (/ (+ 0 (* (* c 4.0) a)) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (* 2.0 a))
9.7b
(/ (+ 0 (* (* c 4.0) a)) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))
24.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))

rewrite253.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
84×add-sqr-sqrt
83×*-un-lft-identity
39×add-cube-cbrt
30×associate-/l*
22×distribute-lft-out-- difference-of-squares
18×add-exp-log add-cbrt-cube
14×sqrt-prod
11×distribute-rgt-neg-in
8×associate-/r* add-log-exp
7×cbrt-undiv div-exp
6×associate-/r/
5×pow1 flip3-- flip--
4×div-inv
3×associate-/l/
2×frac-2neg sqrt-div diff-log prod-exp clear-num cbrt-unprod
1×associate--l- neg-sub0 sub-neg rem-sqrt-square sqrt-pow1 flip3-+ pow1/2 neg-log flip-+
Counts
4 → 154
Calls
4 calls:
31.0ms
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
91.0ms
(/ (/ (+ 0 (* (* c 4.0) a)) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (* 2.0 a))
106.0ms
(/ (+ 0 (* (* c 4.0) a)) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))
9.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

series776.0ms

Counts
4 → 12
Calls
4 calls:
97.0ms
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
274.0ms
(/ (/ (+ 0 (* (* c 4.0) a)) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (* 2.0 a))
269.0ms
(/ (+ 0 (* (* c 4.0) a)) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))
136.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

simplify1.6s

Counts
166 → 166
Iterations

Useful iterations: 2 (754.0ms)

IterNodesCost
02575113
16344541
226394211
done50014211

prune673.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 5.2b

localize36.0ms

Local error

Found 4 expressions with local error:

0.8b
(- (* b b) (* (* 4.0 a) c))
1.2b
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
14.7b
(* (/ (* (* 4.0 a) c) 2.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))
24.7b
(sqrt (- (* b b) (* (* 4.0 a) c)))

rewrite345.0ms

Algorithm
rewrite-expression-head
Rules
152×times-frac
121×add-sqr-sqrt
109×*-un-lft-identity
94×add-exp-log
85×associate-*r*
68×add-cube-cbrt
58×add-cbrt-cube
39×div-exp
35×prod-exp
21×cbrt-undiv cbrt-unprod
20×distribute-lft-out-- difference-of-squares
13×sqrt-prod
10×distribute-rgt-neg-in add-log-exp
7×pow1 associate-*l*
6×flip3-- associate-/r/ flip--
5×div-inv
4×rec-exp 1-exp unswap-sqr
3×diff-log
2×sub-neg sqrt-div
1×associate--l- neg-sub0 frac-times rem-sqrt-square sqrt-pow1 pow1/2 associate-*r/ pow-prod-down neg-log associate-*l/ *-commutative
Counts
4 → 185
Calls
4 calls:
8.0ms
(- (* b b) (* (* 4.0 a) c))
24.0ms
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
279.0ms
(* (/ (* (* 4.0 a) c) 2.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))
18.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

series514.0ms

Counts
4 → 12
Calls
4 calls:
70.0ms
(- (* b b) (* (* 4.0 a) c))
109.0ms
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
241.0ms
(* (/ (* (* 4.0 a) c) 2.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))
93.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))

simplify2.2s

Counts
197 → 197
Iterations

Useful iterations: 2 (816.0ms)

IterNodesCost
03565464
110434878
236824092
done50004092

prune725.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 5.2b

localize8.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
000
done00

prune0.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 5.2b

regimes299.0ms

Accuracy

79.1% (6.1b remaining)

Error of 11.9b against oracle of 5.9b and baseline of 34.8b

bsearch141.0ms

Steps
ItersRangePoint
6
1.6855676195581707e-170
7.565529323099765e-170
7.455592343308264e-170
7
-1.8340745317516165e+50
-1.0728429653156412e+49
-1.5476666036365373e+50

simplify8.0ms

Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
02840
13540
done3540

end0.0ms

sample3.4s

Algorithm
intervals
Results
724.0ms3010×body80nan
673.0ms1074×body2560valid
606.0ms5876×body80valid
377.0ms885×body1280valid
237.0ms492×body640valid
112.0ms107×body5120valid
94.0ms218×body320valid
14.0ms92×body160valid