Details

Time bar (total: 21.2s)

sample238.0ms

Algorithm
intervals
Results
21.0ms118×body320valid
14.0ms469×pre80true
13.0ms213×body80nan
12.0ms98×body160valid
2.0ms11×body640valid
2.0ms29×body80valid

simplify102.0ms

Counts
1 → 1

prune8.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 53.2b

localize28.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (- (* b b) (* (* 4.0 a) c)))
0.1b
(- (* b b) (* (* 4.0 a) c))
0.1b
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))
28.5b
(+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))

rewrite174.0ms

Algorithm
rewrite-expression-head
Rules
19×*-un-lft-identity
10×add-log-exp
add-exp-log add-cbrt-cube
add-sqr-sqrt
add-cube-cbrt
distribute-lft-out
pow1 times-frac associate-/l*
distribute-rgt-neg-in sqrt-prod
cbrt-undiv neg-sub0 associate-+l- flip3-- flip3-+ sqrt-div div-exp sum-log flip-- flip-+ associate-/l/
+-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:
23.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
17.0ms
(- (* b b) (* (* 4.0 a) c))
96.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))
32.0ms
(+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))

series427.0ms

Counts
4 → 12
Calls
4 calls:
81.0ms
(sqrt (- (* b b) (* (* 4.0 a) c)))
49.0ms
(- (* b b) (* (* 4.0 a) c))
169.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))) (* 2.0 a))
129.0ms
(+ (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))

simplify696.0ms

Counts
82 → 82

prune323.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize47.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
0.1b
(- (* b b) (* (* 4.0 a) c))
0.3b
(/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))
0.3b
(/ (/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (* 2.0 a))

rewrite281.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
82×add-sqr-sqrt *-un-lft-identity
38×add-cube-cbrt
30×associate-/l*
22×distribute-lft-out-- difference-of-squares
18×add-exp-log add-cbrt-cube
11×distribute-rgt-neg-in sqrt-prod
10×add-log-exp
associate-/r*
cbrt-undiv div-exp
associate-/r/
flip3-- flip--
pow1 div-inv
diff-log associate-/l/
sub-neg frac-2neg prod-exp clear-num cbrt-unprod
associate--l- neg-sub0 flip3-+ neg-log flip-+
Counts
4 → 151
Calls
4 calls:
38.0ms
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
9.0ms
(- (* b b) (* (* 4.0 a) c))
87.0ms
(/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))
140.0ms
(/ (/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (* 2.0 a))

series653.0ms

Counts
4 → 12
Calls
4 calls:
127.0ms
(- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))
62.0ms
(- (* b b) (* (* 4.0 a) c))
255.0ms
(/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c)))))
208.0ms
(/ (/ (+ 0 (* 4.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) (* 2.0 a))

simplify2.0s

Counts
163 → 163

prune622.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a)
0.2b
(/ 2.0 (* a c))
0.3b
(/ 4.0 (/ 2.0 (* a c)))
0.3b
(* (/ 4.0 (/ 2.0 (* a c))) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))

rewrite393.0ms

Algorithm
rewrite-expression-head
Rules
389×times-frac
281×add-sqr-sqrt
255×*-un-lft-identity
169×add-cube-cbrt
117×add-exp-log
85×associate-*r*
77×add-cbrt-cube
62×div-exp
42×distribute-lft-out-- difference-of-squares
37×cbrt-undiv
33×associate-/l*
27×prod-exp
26×associate-*l*
21×distribute-rgt-neg-in sqrt-prod
19×div-inv
17×cbrt-unprod
16×associate-/r/
11×associate-/r*
unswap-sqr
flip3-- flip--
pow1
rec-exp 1-exp
add-log-exp
frac-2neg clear-num
frac-times associate-*r/ pow-prod-down associate-*l/ *-commutative associate-/l/
Counts
4 → 360
Calls
4 calls:
97.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a)
8.0ms
(/ 2.0 (* a c))
12.0ms
(/ 4.0 (/ 2.0 (* a c)))
226.0ms
(* (/ 4.0 (/ 2.0 (* a c))) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))

series457.0ms

Counts
4 → 12
Calls
4 calls:
173.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a)
39.0ms
(/ 2.0 (* a c))
44.0ms
(/ 4.0 (/ 2.0 (* a c)))
201.0ms
(* (/ 4.0 (/ 2.0 (* a c))) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))

simplify959.0ms

Counts
372 → 372

prune1.5s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0b

localize28.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a)
0.3b
(/ 4.0 (/ (/ 2.0 a) c))
0.3b
(/ (/ 2.0 a) c)
0.3b
(* (/ 4.0 (/ (/ 2.0 a) c)) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))

rewrite714.0ms

Algorithm
rewrite-expression-head
Rules
1148×times-frac
668×add-sqr-sqrt
600×*-un-lft-identity
512×add-cube-cbrt
134×associate-*l*
117×add-exp-log
85×associate-*r*
77×add-cbrt-cube
69×div-exp
49×associate-/r*
44×div-inv
43×associate-/l*
42×cbrt-undiv distribute-lft-out-- difference-of-squares
21×distribute-rgt-neg-in sqrt-prod
20×prod-exp
16×associate-/r/ unswap-sqr
12×cbrt-unprod
flip3-- flip--
pow1
rec-exp 1-exp
add-log-exp
frac-2neg clear-num
associate-/l/
frac-times associate-*r/ pow-prod-down associate-*l/ *-commutative
Counts
4 → 669
Calls
4 calls:
109.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a)
24.0ms
(/ 4.0 (/ (/ 2.0 a) c))
24.0ms
(/ (/ 2.0 a) c)
466.0ms
(* (/ 4.0 (/ (/ 2.0 a) c)) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))

series473.0ms

Counts
4 → 12
Calls
4 calls:
187.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a)
33.0ms
(/ 4.0 (/ (/ 2.0 a) c))
34.0ms
(/ (/ 2.0 a) c)
219.0ms
(* (/ 4.0 (/ (/ 2.0 a) c)) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 4.0 a) c))))) a))

simplify1.3s

Counts
681 → 681

prune3.4s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0b

regimes136.0ms

Accuracy

83.8% (0.1b remaining)

Error of 0.1b against oracle of 0.0b and baseline of 0.4b

bsearch0.0ms

simplify1.7s

end0.0ms

sample4.6s

Algorithm
intervals
Results
1.8s3640×body320valid
700.0ms8070×body80nan
629.0ms16070×pre80true
476.0ms2964×body160valid
207.0ms482×body640valid
60.0ms914×body80valid