Details

Time bar (total: 16.8s)

sample73.0ms

Algorithm
intervals
Results
13.0ms150×body160valid
12.0ms522×pre80true
11.0ms266×body80nan
6.0ms45×body320valid
3.0ms61×body80valid

simplify85.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 43.9b

localize13.0ms

Local error

Found 4 expressions with local error:

0.2b
(- (* b b) (* (* 3.0 a) c))
0.3b
(* (* 3.0 a) c)
0.4b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
38.8b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite207.0ms

Algorithm
rewrite-expression-head
Rules
19×*-un-lft-identity
14×add-exp-log add-cbrt-cube
10×add-log-exp
pow1
add-sqr-sqrt add-cube-cbrt
distribute-lft-out
times-frac associate-/l*
prod-exp cbrt-unprod
distribute-rgt-neg-in associate-*r* pow-prod-down
cbrt-undiv neg-sub0 associate-+l- flip3-+ div-exp sum-log flip-+ associate-/l/
+-commutative sub-neg flip3-- frac-2neg diff-log div-sub associate-*l* neg-log clear-num associate-/r* *-commutative flip-- div-inv
Counts
4 → 73
Calls
4 calls:
16.0ms
(- (* b b) (* (* 3.0 a) c))
22.0ms
(* (* 3.0 a) c)
111.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
55.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series416.0ms

Counts
4 → 12
Calls
4 calls:
85.0ms
(- (* b b) (* (* 3.0 a) c))
37.0ms
(* (* 3.0 a) c)
175.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
119.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify949.0ms

Counts
85 → 85

prune314.0ms

Pruning

5 alts after pruning (5 fresh and 0 done)

Merged error: 0.3b

localize46.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* 3.0 a) c)
0.3b
(* 3.0 (* a c))
0.3b
(/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
0.4b
(/ (/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 a))

rewrite900.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
80×add-sqr-sqrt *-un-lft-identity
40×add-cube-cbrt
30×associate-/l*
28×add-exp-log add-cbrt-cube
20×distribute-lft-out-- difference-of-squares
14×pow1
10×distribute-rgt-neg-in sqrt-prod
prod-exp associate-/r* cbrt-unprod
cbrt-undiv div-exp
pow-prod-down associate-/r/
associate-*r* associate-*l* div-inv add-log-exp
flip3-- div-sub flip-- associate-/l/
associate-+l- frac-2neg clear-num *-commutative
flip3-+ flip-+
Counts
4 → 159
Calls
4 calls:
26.0ms
(* (* 3.0 a) c)
17.0ms
(* 3.0 (* a c))
379.0ms
(/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
469.0ms
(/ (/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 a))

series511.0ms

Counts
4 → 12
Calls
4 calls:
27.0ms
(* (* 3.0 a) c)
31.0ms
(* 3.0 (* a c))
264.0ms
(/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
189.0ms
(/ (/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 a))

simplify1.8s

Counts
171 → 171

prune749.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 0b

localize38.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* 3.0 a) c)
0.3b
(* 3.0 (* a c))
0.3b
(* (* 3.0 a) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
0.4b
(/ (* (* 3.0 a) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 (* a c)))

rewrite268.0ms

Algorithm
rewrite-expression-head
Rules
55×add-exp-log add-cbrt-cube
27×prod-exp cbrt-unprod
19×pow1
11×add-sqr-sqrt *-un-lft-identity associate-*r*
cbrt-undiv div-exp pow-prod-down
add-cube-cbrt
associate-*l*
associate-*r/ add-log-exp
*-commutative
distribute-rgt-in sub-neg flip3-- distribute-lft-in flip-- associate-/l/ distribute-lft-out-- difference-of-squares
distribute-rgt-neg-in frac-2neg times-frac clear-num associate-/r* sqrt-prod div-inv associate-/l*
Counts
4 → 97
Calls
4 calls:
24.0ms
(* (* 3.0 a) c)
18.0ms
(* 3.0 (* a c))
123.0ms
(* (* 3.0 a) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
99.0ms
(/ (* (* 3.0 a) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 (* a c)))

series447.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(* (* 3.0 a) c)
37.0ms
(* 3.0 (* a c))
173.0ms
(* (* 3.0 a) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
207.0ms
(/ (* (* 3.0 a) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 (* a c)))

simplify1.5s

Counts
109 → 109

prune339.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0b

localize29.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* 3.0 a) c)
0.3b
(* 3.0 (* a c))
0.3b
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a)
0.4b
(* (/ (* 3.0 (* a c)) 3.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

rewrite387.0ms

Algorithm
rewrite-expression-head
Rules
317×times-frac
237×add-sqr-sqrt
226×*-un-lft-identity
141×add-cube-cbrt
113×add-exp-log
89×associate-*r*
73×add-cbrt-cube
45×div-exp
42×distribute-lft-out-- difference-of-squares
41×prod-exp
27×cbrt-unprod associate-/l*
24×cbrt-undiv
21×distribute-rgt-neg-in sqrt-prod
16×pow1
14×associate-/r/
11×associate-*l*
10×div-inv
flip3-- pow-prod-down flip--
rec-exp 1-exp
add-log-exp unswap-sqr
associate-/r* *-commutative
frac-times frac-2neg associate-*r/ associate-*l/ clear-num associate-/l/
Counts
4 → 304
Calls
4 calls:
27.0ms
(* (* 3.0 a) c)
17.0ms
(* 3.0 (* a c))
88.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a)
232.0ms
(* (/ (* 3.0 (* a c)) 3.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

series421.0ms

Counts
4 → 12
Calls
4 calls:
33.0ms
(* (* 3.0 a) c)
22.0ms
(* 3.0 (* a c))
154.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a)
212.0ms
(* (/ (* 3.0 (* a c)) 3.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

simplify777.0ms

Counts
316 → 316

prune899.0ms

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0b

regimes168.0ms

Accuracy

69.6% (0.1b remaining)

Error of 0.2b against oracle of 0.0b and baseline of 0.5b

bsearch0.0ms

simplify1.8s

end0.0ms

sample3.6s

Algorithm
intervals
Results
1.1s4898×body160valid
615.0ms8037×body80nan
583.0ms16037×pre80true
375.0ms1326×body320valid
135.0ms1776×body80valid