Details

Time bar (total: 41.3s)

sample35.0ms

Algorithm
intervals
Results
21.0ms306×body80valid

simplify405.0ms

Counts
1 → 1
Calls
1 calls:
Slowest
405.0ms
(* x (/ (* (/ y z) t) t))

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 5.8b

localize7.0ms

Local error

Found 1 expressions with local error:

5.8b
(* x (/ y z))

rewrite12.0ms

Algorithm
rewrite-expression-head
Rules
14×add-sqr-sqrt
13×associate-*r*
10×times-frac
*-un-lft-identity add-cube-cbrt
add-cbrt-cube add-exp-log
pow1 associate-*l*
prod-exp cbrt-unprod unswap-sqr
cbrt-undiv div-exp pow-prod-down associate-*r/ *-commutative insert-posit16 div-inv add-log-exp
Counts
1 → 33
Calls
1 calls:
Slowest
11.0ms
(* x (/ y z))

series41.0ms

Counts
1 → 3
Calls
1 calls:
Slowest
41.0ms
(* x (/ y z))

simplify663.0ms

Counts
27 → 36
Calls
27 calls:
Slowest
229.0ms
(* (* (* x x) x) (* (* (/ y z) (/ y z)) (/ y z)))
84.0ms
(* (* (* x x) x) (/ (* (* y y) y) (* (* z z) z)))
54.0ms
(+ (log x) (log (/ y z)))
44.0ms
(* (sqrt x) (/ (sqrt y) (sqrt z)))
38.0ms
(+ (log x) (- (log y) (log z)))

prune400.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 0.0b

localize44.0ms

Local error

Found 4 expressions with local error:

3.5b
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
0.6b
(cbrt y)
0.6b
(cbrt y)
0.6b
(cbrt y)

rewrite92.0ms

Algorithm
rewrite-expression-head
Rules
52×add-exp-log
28×add-cbrt-cube
26×prod-exp
22×associate-*r*
20×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
18×cbrt-prod times-frac
16×cbrt-unprod
14×div-exp
pow1
cbrt-undiv
1-exp insert-posit16 add-log-exp
pow1/3 pow-prod-down associate-*r/
frac-times associate-*l* associate-*l/ *-commutative div-inv
Counts
4 → 93
Calls
4 calls:
Slowest
85.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
1.0ms
(cbrt y)
1.0ms
(cbrt y)
1.0ms
(cbrt y)

series898.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
286.0ms
(cbrt y)
271.0ms
(cbrt y)
266.0ms
(cbrt y)
75.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))

simplify8.8s

Counts
68 → 105
Calls
68 calls:
Slowest
880.0ms
(* (* (* (* x x) x) (/ (* y y) (* (* 1 1) 1))) (* (* (/ (cbrt y) z) (/ (cbrt y) z)) (/ (cbrt y) z)))
782.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
463.0ms
(+ (+ (log x) (- (+ (log (cbrt y)) (log (cbrt y))) (log 1))) (- (log (cbrt y)) (log z)))
459.0ms
(* (* (* (* x x) x) (/ (* y y) (* (* 1 1) 1))) (/ y (* (* z z) z)))
447.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))

prune1.3s

Pruning

9 alts after pruning (8 fresh and 1 done)

Merged error: 0.0b

localize89.0ms

Local error

Found 4 expressions with local error:

12.4b
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
12.4b
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
12.4b
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
3.5b
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))

rewrite265.0ms

Algorithm
rewrite-expression-head
Rules
52×add-exp-log
28×add-cbrt-cube
26×prod-exp
22×associate-*r*
18×times-frac
17×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
16×cbrt-unprod
14×div-exp
12×cbrt-prod associate-*r/
pow1 cbrt-div
cbrt-undiv
frac-times 1-exp associate-*l/ insert-posit16 add-log-exp
pow1/3 pow-prod-down
associate-*l* *-commutative div-inv
Counts
4 → 96
Calls
4 calls:
Slowest
77.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
73.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
60.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
54.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))

series412.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
128.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
120.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
118.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
46.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))

simplify11.0s

Counts
71 → 108
Calls
71 calls:
Slowest
835.0ms
(* (* (* (* x x) x) (/ (* y y) (* (* 1 1) 1))) (* (* (/ (cbrt y) z) (/ (cbrt y) z)) (/ (cbrt y) z)))
555.0ms
(* (* (* (* x x) x) (/ (* y y) (* (* 1 1) 1))) (/ y (* (* z z) z)))
478.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
469.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
435.0ms
(+ (+ (log x) (- (+ (log (cbrt y)) (log (cbrt y))) (log 1))) (- (log (cbrt y)) (log z)))

prune1.6s

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 0.0b

localize94.0ms

Local error

Found 4 expressions with local error:

12.4b
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
12.4b
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
9.3b
(cbrt (* x (/ (* (cbrt y) (cbrt y)) 1)))
3.5b
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))

rewrite228.0ms

Algorithm
rewrite-expression-head
Rules
52×add-exp-log
28×add-cbrt-cube
26×prod-exp
22×associate-*r*
18×times-frac
17×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
16×cbrt-unprod
14×div-exp
12×cbrt-prod
10×associate-*r/
pow1
cbrt-undiv
cbrt-div
1-exp insert-posit16 add-log-exp
frac-times pow1/3 pow-prod-down associate-*l/
associate-*l* *-commutative div-inv
Counts
4 → 94
Calls
4 calls:
Slowest
87.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
73.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
49.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
17.0ms
(cbrt (* x (/ (* (cbrt y) (cbrt y)) 1)))

series578.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
317.0ms
(cbrt (* x (/ (* (cbrt y) (cbrt y)) 1)))
103.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
100.0ms
(cbrt (* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z)))
59.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))

simplify10.8s

Counts
69 → 106
Calls
69 calls:
Slowest
940.0ms
(* (* (* (* x x) x) (/ (* y y) (* (* 1 1) 1))) (/ y (* (* z z) z)))
827.0ms
(* (* (* (* x x) x) (/ (* y y) (* (* 1 1) 1))) (* (* (/ (cbrt y) z) (/ (cbrt y) z)) (/ (cbrt y) z)))
513.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))
416.0ms
(+ (+ (log x) (- (+ (log (cbrt y)) (log (cbrt y))) (log 1))) (log (/ (cbrt y) z)))
414.0ms
(* (* x (/ (* (cbrt y) (cbrt y)) 1)) (/ (cbrt y) z))

prune1.9s

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 0.0b

regimes370.0ms

Accuracy

94.8% (0.3b remaining)

Error of 0.3b against oracle of 0.0b and baseline of 5.6b

bsearch10.0ms

end0.0ms

sample1.3s

Algorithm
intervals
Results
989.0ms9580×body80valid