Details

Time bar (total: 16.6s)

sample90.0ms

Algorithm
intervals
Results
18.0ms150×body160valid
14.0ms263×body80nan
14.0ms519×pre80true
7.0ms46×body320valid
4.0ms60×body80valid

simplify75.0ms

Counts
1 → 1

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 44.2b

localize47.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* b b) (* (* 3.0 a) c))
0.3b
(* (* 3.0 a) c)
0.3b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
39.3b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite611.0ms

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:
12.0ms
(- (* b b) (* (* 3.0 a) c))
21.0ms
(* (* 3.0 a) c)
532.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
44.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series403.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(- (* b b) (* (* 3.0 a) c))
35.0ms
(* (* 3.0 a) c)
159.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
144.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify1.1s

Counts
85 → 85

prune288.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0.3b

localize56.0ms

Local error

Found 4 expressions with local error:

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)))))
0.3b
(* 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))

rewrite988.0ms

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:
37.0ms
(* (* 3.0 a) c)
439.0ms
(/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
33.0ms
(* 3.0 (* a c))
463.0ms
(/ (/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 a))

series481.0ms

Counts
4 → 12
Calls
4 calls:
40.0ms
(* (* 3.0 a) c)
233.0ms
(/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
29.0ms
(* 3.0 (* a c))
178.0ms
(/ (/ (+ (- (pow b 2) (pow b 2)) (* 3.0 (* a c))) (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) (* 3.0 a))

simplify1.9s

Counts
171 → 171

prune689.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize22.0ms

Local error

Found 4 expressions with local error:

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

rewrite352.0ms

Algorithm
rewrite-expression-head
Rules
155×times-frac
119×add-sqr-sqrt
113×add-exp-log
108×*-un-lft-identity
89×associate-*r*
77×add-cbrt-cube
71×add-cube-cbrt
44×prod-exp
42×div-exp
30×cbrt-unprod
24×cbrt-undiv
18×distribute-lft-out-- difference-of-squares
16×pow1
11×associate-*l*
distribute-rgt-neg-in sqrt-prod
pow-prod-down
associate-/r/ div-inv
rec-exp 1-exp add-log-exp unswap-sqr
flip3-- associate-/r* *-commutative flip--
frac-times frac-2neg associate-*r/ associate-*l/ clear-num associate-/l*
Counts
4 → 199
Calls
4 calls:
21.0ms
(* (* 3.0 a) c)
34.0ms
(/ (* 3.0 (* a c)) 3.0)
20.0ms
(* 3.0 (* a c))
255.0ms
(* (/ (* 3.0 (* a c)) 3.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

series338.0ms

Counts
4 → 12
Calls
4 calls:
22.0ms
(* (* 3.0 a) c)
22.0ms
(/ (* 3.0 (* a c)) 3.0)
24.0ms
(* 3.0 (* a c))
270.0ms
(* (/ (* 3.0 (* a c)) 3.0) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

simplify588.0ms

Counts
211 → 211

prune688.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0b

localize20.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
0.3b
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a)
0.3b
(* (* 3.0 a) c)
0.3b
(* (* 1.0 (* a c)) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

rewrite411.0ms

Algorithm
rewrite-expression-head
Rules
330×times-frac
250×add-sqr-sqrt *-un-lft-identity
150×add-cube-cbrt
88×associate-*r*
82×add-exp-log
52×add-cbrt-cube
50×distribute-lft-out-- difference-of-squares
33×prod-exp
30×associate-/l*
26×div-exp
25×distribute-rgt-neg-in sqrt-prod
21×cbrt-unprod
19×pow1
16×associate-/r/
13×cbrt-undiv
10×associate-/r* div-inv
pow-prod-down
flip3-- flip--
rec-exp 1-exp
add-log-exp
frac-2neg associate-*l* clear-num *-commutative
pow-flip associate-*r/ associate-/l/ inv-pow
Counts
4 → 317
Calls
4 calls:
59.0ms
(/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
116.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a)
24.0ms
(* (* 3.0 a) c)
183.0ms
(* (* 1.0 (* a c)) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

series611.0ms

Counts
4 → 12
Calls
4 calls:
148.0ms
(/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))))
204.0ms
(/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a)
35.0ms
(* (* 3.0 a) c)
224.0ms
(* (* 1.0 (* a c)) (/ (/ 1 (- (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))) a))

simplify783.0ms

Counts
329 → 329

prune1.1s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0b

regimes287.0ms

Accuracy

69.8% (0.1b remaining)

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

bsearch0.0ms

simplify562.0ms

end0.0ms

sample4.0s

Algorithm
intervals
Results
1.4s4872×body160valid
655.0ms16153×pre80true
592.0ms8153×body80nan
396.0ms1365×body320valid
192.0ms1763×body80valid