Details

Time bar (total: 31.4s)

sample314.0ms

Algorithm
intervals
Results
46.0ms338×body80nan
37.0ms33×body640valid
24.0ms163×body80valid
16.0ms25×body1280valid
15.0ms24×body640nan
14.0ms20×body1280nan
9.0ms16×body320nan
8.0ms22×body320valid
4.0ms13×body160valid
2.0msbody160nan

simplify1.6s

Counts
1 → 1

prune44.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 41.9b

localize77.0ms

Local error

Found 4 expressions with local error:

20.0b
(sqrt (- (* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t)))) (* l l)))
12.2b
(- (* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t)))) (* l l))
0.4b
(* (sqrt 2) t)
0.0b
(* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t))))

rewrite203.0ms

Algorithm
rewrite-expression-head
Rules
47×add-sqr-sqrt *-un-lft-identity
40×associate-*l*
29×times-frac
21×add-cube-cbrt
11×add-cbrt-cube add-exp-log
pow1
difference-of-squares
sqrt-prod distribute-lft-out
associate-*r* add-log-exp
expm1-log1p-u difference-of-sqr-1 insert-posit16 log1p-expm1-u distribute-lft-out-- unswap-sqr
flip3-- prod-exp cbrt-unprod flip--
distribute-rgt-in frac-times distribute-lft-in flip3-+ sqrt-div pow-prod-down associate--l+ associate-*r/ associate-/r/ *-commutative flip-+
cbrt-undiv rem-sqrt-square sub-neg sqrt-pow1 pow1/2 fma-neg diff-log div-exp prod-diff associate-*l/ div-inv
Counts
4 → 124
Calls
4 calls:
Slowest
70.0ms
(sqrt (- (* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t)))) (* l l)))
59.0ms
(* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t))))
56.0ms
(- (* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t)))) (* l l))
15.0ms
(* (sqrt 2) t)

series2.0s

Counts
4 → 12
Calls
4 calls:
Slowest
1.5s
(sqrt (- (* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t)))) (* l l)))
297.0ms
(- (* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t)))) (* l l))
121.0ms
(* (/ (+ x 1) (- x 1)) (+ (* l l) (* 2 (* t t))))
78.0ms
(* (sqrt 2) t)

simplify1.1s

Counts
136 → 136

prune2.1s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 5.4b

localize55.0ms

Local error

Found 4 expressions with local error:

27.1b
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (* 2 (* l l)) x))))
9.0b
(/ (* t t) x)
4.8b
(/ (* 2 (* l l)) x)
3.6b
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (* 2 (* l l)) x)))

rewrite54.0ms

Algorithm
rewrite-expression-head
Rules
18×add-cbrt-cube add-exp-log
10×add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
associate-/r* times-frac
pow1 cbrt-undiv div-exp
expm1-log1p-u prod-exp cbrt-unprod insert-posit16 log1p-expm1-u add-log-exp
sqrt-prod
clear-num frac-2neg div-inv associate-/l*
rem-sqrt-square sqrt-pow1 pow1/2 fma-udef
Counts
4 → 77
Calls
4 calls:
Slowest
27.0ms
(/ (* 2 (* l l)) x)
24.0ms
(/ (* t t) x)
1.0ms
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (* 2 (* l l)) x))))
0.0ms
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (* 2 (* l l)) x)))

series735.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
562.0ms
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (* 2 (* l l)) x))))
110.0ms
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (* 2 (* l l)) x)))
35.0ms
(/ (* t t) x)
28.0ms
(/ (* 2 (* l l)) x)

simplify2.2s

Counts
89 → 89

prune1.6s

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 3.6b

localize75.0ms

Local error

Found 4 expressions with local error:

27.1b
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x)))))
9.0b
(/ (* t t) x)
3.6b
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x))))
1.8b
(/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x))

rewrite40.0ms

Algorithm
rewrite-expression-head
Rules
84×times-frac
44×add-sqr-sqrt
43×*-un-lft-identity add-cube-cbrt
34×add-exp-log
33×cbrt-prod
24×add-cbrt-cube
21×associate-/r/
17×cbrt-undiv div-exp
11×associate-/l*
associate-/r* div-inv
frac-times associate-*l/ associate-*r/
pow1 prod-exp cbrt-unprod
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
sqrt-prod
clear-num frac-2neg
rem-sqrt-square sqrt-pow1 pow1/2 fma-udef associate-/l/
Counts
4 → 153
Calls
4 calls:
Slowest
23.0ms
(/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x))
9.0ms
(/ (* t t) x)
1.0ms
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x)))))
0.0ms
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x))))

series448.0ms

Counts
4 → 12
Calls
4 calls:
Slowest
231.0ms
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x)))))
122.0ms
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x))))
67.0ms
(/ (/ 2 (* (/ (cbrt x) l) (/ (cbrt x) l))) (cbrt x))
27.0ms
(/ (* t t) x)

simplify837.0ms

Counts
165 → 165

prune3.1s

Pruning

14 alts after pruning (13 fresh and 1 done)

Merged error: 3.0b

localize73.0ms

Local error

Found 4 expressions with local error:

27.1b
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ (* (cbrt 2) (cbrt 2)) (/ (cbrt x) l)) (/ (cbrt x) (/ (cbrt 2) (/ (cbrt x) l)))))))
9.0b
(/ (* t t) x)
3.6b
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ (* (cbrt 2) (cbrt 2)) (/ (cbrt x) l)) (/ (cbrt x) (/ (cbrt 2) (/ (cbrt x) l))))))
1.0b
(cbrt 2)

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-cbrt-cube add-exp-log
*-un-lft-identity add-cube-cbrt
pow1
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
cbrt-prod associate-/r* times-frac sqrt-prod
cbrt-undiv div-exp
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 pow1/3 prod-exp cbrt-unprod fma-udef div-inv associate-/l*
Counts
4 → 65
Calls
4 calls:
Slowest
18.0ms
(/ (* t t) x)
2.0ms
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ (* (cbrt 2) (cbrt 2)) (/ (cbrt x) l)) (/ (cbrt x) (/ (cbrt 2) (/ (cbrt x) l)))))))
1.0ms
(cbrt 2)
0.0ms
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ (* (cbrt 2) (cbrt 2)) (/ (cbrt x) l)) (/ (cbrt x) (/ (cbrt 2) (/ (cbrt x) l))))))

series603.0ms

Counts
4 → 10
Calls
4 calls:
Slowest
358.0ms
(sqrt (fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ (* (cbrt 2) (cbrt 2)) (/ (cbrt x) l)) (/ (cbrt x) (/ (cbrt 2) (/ (cbrt x) l)))))))
218.0ms
(fma (* t t) 2 (fma (/ (* t t) x) 4 (/ (/ (* (cbrt 2) (cbrt 2)) (/ (cbrt x) l)) (/ (cbrt x) (/ (cbrt 2) (/ (cbrt x) l))))))
26.0ms
(/ (* t t) x)
0.0ms
(cbrt 2)

simplify955.0ms

Counts
75 → 75

prune1.5s

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 3.0b

regimes1.3s

Accuracy

74.7% (5.9b remaining)

Error of 9.9b against oracle of 4.0b and baseline of 27.3b

bsearch1.3s

end0.0ms

sample8.9s

Algorithm
intervals
Results
2.1s10087×body80nan
1.7s849×body1280valid
1.2s5117×body80valid
888.0ms1042×body640valid
630.0ms583×body1280nan
535.0ms607×body640nan
517.0ms343×body160valid
407.0ms649×body320valid
261.0ms350×body320nan
122.0ms189×body160nan