Details

Time bar (total: 20.4s)

sample57.0ms

Algorithm
intervals
Results
13.0ms181×body80valid
10.0ms29×body1280valid
9.0ms27×body640valid
9.0ms256×pre80true
3.0ms15×body320valid
1.0msbody160valid

simplify127.0ms

Calls
1 calls:
Slowest
126.0ms
(/ (+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0) 2.0)

prune9.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 17.9b

localize24.0ms

Local error

Found 2 expressions with local error:

1.0b
(+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0)
0.0b
(/ (- beta alpha) (+ (+ alpha beta) 2.0))

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
10×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
add-cbrt-cube add-exp-log
associate-/r* associate-/l*
pow1 flip3-+ div-sub associate-/r/ flip-+ insert-posit16 add-log-exp associate-/l/
cbrt-undiv +-commutative clear-num frac-2neg flip3-- div-exp associate-+l- div-inv flip--
Calls
2 calls:
Slowest
19.0ms
(+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0)
6.0ms
(/ (- beta alpha) (+ (+ alpha beta) 2.0))

series157.0ms

Calls
2 calls:
Slowest
95.0ms
(+ (/ (- beta alpha) (+ (+ alpha beta) 2.0)) 1.0)
62.0ms
(/ (- beta alpha) (+ (+ alpha beta) 2.0))

simplify2.3s

Calls
37 calls:
Slowest
272.0ms
(/ (* (* (- beta alpha) (- beta alpha)) (- beta alpha)) (* (* (+ (+ alpha beta) 2.0) (+ (+ alpha beta) 2.0)) (+ (+ alpha beta) 2.0)))
220.0ms
(+ (* (+ alpha beta) (+ alpha beta)) (- (* 2.0 2.0) (* (+ alpha beta) 2.0)))
207.0ms
(- (+ (* 4.0 (/ 1 (pow beta 2))) 1) (* 2.0 (/ 1 beta)))
187.0ms
(- (+ (* 4.0 (/ 1 (pow beta 2))) 1) (* 2.0 (/ 1 beta)))
184.0ms
(- (+ (* 4.0 (/ 1 (pow beta 2))) 2.0) (* 2.0 (/ 1 beta)))

prune539.0ms

Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 17.1b

localize21.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
0.0b
(/ beta (+ (+ alpha beta) 2.0))
0.0b
(/ alpha (+ (+ alpha beta) 2.0))
0.0b
(- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt *-un-lft-identity
associate-/r* add-cube-cbrt add-log-exp
pow1 add-cbrt-cube add-exp-log associate-/r/ insert-posit16
sub-neg flip3-- flip--
clear-num frac-2neg flip3-+ frac-sub flip-+ div-inv associate--r+
diff-log distribute-lft-out-- associate--r- difference-of-squares
Calls
4 calls:
Slowest
20.0ms
(- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))
6.0ms
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
2.0ms
(/ beta (+ (+ alpha beta) 2.0))
2.0ms
(/ alpha (+ (+ alpha beta) 2.0))

series748.0ms

Calls
4 calls:
Slowest
455.0ms
(/ alpha (+ (+ alpha beta) 2.0))
111.0ms
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
105.0ms
(- (/ beta (+ (+ alpha beta) 2.0)) (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))
76.0ms
(/ beta (+ (+ alpha beta) 2.0))

simplify3.8s

Calls
32 calls:
Slowest
379.0ms
(- (* 0.5 alpha) (+ (* 0.25 (pow alpha 2)) (* 0.25 (* beta alpha))))
365.0ms
(- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha))))
300.0ms
(+ (* (+ alpha beta) (+ alpha beta)) (- (* 2.0 2.0) (* (+ alpha beta) 2.0)))
293.0ms
(* (+ (+ alpha beta) 2.0) (+ (/ alpha (+ (+ alpha beta) 2.0)) 1.0))
284.0ms
(- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3)))))

prune787.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 3.2b

localize15.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
1.0b
(log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))
0.0b
(/ beta (+ (+ alpha beta) 2.0))
0.0b
(exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))

rewrite50.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
exp-prod
pow1 log-prod add-log-exp
add-cbrt-cube exp-sum add-exp-log log-pow insert-posit16
associate-/r* sub-neg
exp-diff associate-/r/
log-div clear-num frac-2neg flip3-+ flip3-- rem-log-exp flip-+ div-inv flip-- rem-exp-log
Calls
4 calls:
Slowest
26.0ms
(exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))
14.0ms
(log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))
6.0ms
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
2.0ms
(/ beta (+ (+ alpha beta) 2.0))

series388.0ms

Calls
4 calls:
Slowest
115.0ms
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
112.0ms
(exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))
96.0ms
(log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))
65.0ms
(/ beta (+ (+ alpha beta) 2.0))

simplify3.5s

Calls
34 calls:
Slowest
352.0ms
(- (+ (exp (- 1.0)) (* 0.5 (* (exp (- 1.0)) alpha))) (* 0.125 (* (exp (- 1.0)) (pow alpha 2))))
314.0ms
(- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3)))))
297.0ms
(- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha))))
292.0ms
(- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3)))))
286.0ms
(- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3)))))

prune874.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 3.2b

localize22.0ms

Local error

Found 4 expressions with local error:

1.0b
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
1.0b
(log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))
0.5b
(/ 1 (/ (+ (+ alpha beta) 2.0) beta))
0.0b
(exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt *-un-lft-identity add-cube-cbrt
pow1 exp-prod
log-prod add-exp-log add-log-exp
associate-/r* add-cbrt-cube exp-sum log-pow insert-posit16
sub-neg
exp-diff div-inv
log-div rec-exp clear-num frac-2neg flip3-- rem-log-exp associate-/r/ pow-flip flip-- inv-pow rem-exp-log
Calls
4 calls:
Slowest
33.0ms
(exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))
29.0ms
(log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))
13.0ms
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
5.0ms
(/ 1 (/ (+ (+ alpha beta) 2.0) beta))

series369.0ms

Calls
4 calls:
Slowest
105.0ms
(exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0))
100.0ms
(- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)
87.0ms
(/ 1 (/ (+ (+ alpha beta) 2.0) beta))
77.0ms
(log (exp (- (/ alpha (+ (+ alpha beta) 2.0)) 1.0)))

simplify3.2s

Calls
34 calls:
Slowest
349.0ms
(- (* 0.5 beta) (+ (* 0.25 (pow beta 2)) (* 0.25 (* beta alpha))))
342.0ms
(- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3)))))
304.0ms
(- (+ (exp (- 1.0)) (* 0.5 (* (exp (- 1.0)) alpha))) (* 0.125 (* (exp (- 1.0)) (pow alpha 2))))
288.0ms
(- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3)))))
285.0ms
(- (* 4.0 (/ 1 (pow alpha 2))) (+ (* 2.0 (/ 1 alpha)) (* 8.0 (/ 1 (pow alpha 3)))))

prune811.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 3.2b

regimes104.0ms

Accuracy

75.7% (3.2b remaining)

Error of 6.4b against oracle of 3.2b and baseline of 16.3b

bsearch75.0ms

end0.0ms

sample2.4s

Algorithm
intervals
Results
852.0ms824×body1280valid
514.0ms5771×body80valid
392.0ms8000×pre80true
286.0ms758×body640valid
128.0ms406×body320valid
69.0ms241×body160valid