Details

Time bar (total: 3.8m)

sample1.4s

Algorithm
intervals
Results
417.0ms116×body10240exit
331.0ms104×body1280valid
209.0ms78×body640valid
157.0ms57×body1280nan
73.0ms38×body640nan
62.0ms47×body320valid
19.0ms14×body320nan
16.0ms18×body160valid
6.0ms12×body80nan
4.0ms11×body80valid
4.0msbody160nan

simplify1.3s

Counts
1 → 1
Iterations
IterNodes
32125
2412
1139
055

prune77.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.8b

localize138.0ms

Local error

Found 4 expressions with local error:

0.6b
(* (/ (* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2))) (exp (+ (- z -6) 0.5))) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
1.0b
(/ (* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2))) (exp (+ (- z -6) 0.5)))
1.0b
(* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2)))
1.0b
(sqrt (* PI 2))

rewrite17.8s

Algorithm
rewrite-expression-head
Rules
444×frac-add
157×*-un-lft-identity
152×flip3-+ flip-+
117×distribute-lft-out
68×frac-times associate-*r/
32×associate-*r*
27×add-exp-log
20×add-cbrt-cube
19×add-sqr-sqrt associate-*l*
14×prod-exp
12×add-cube-cbrt
pow1
times-frac div-exp
unpow-prod-down cbrt-unprod
expm1-log1p-u cbrt-undiv associate-/r* associate-+l- insert-posit16 log1p-expm1-u add-log-exp unswap-sqr
pow-to-exp exp-sum associate-*l/ pow-exp
sqrt-pow1 exp-diff pow-prod-down associate-/r/ *-commutative sqrt-prod div-inv pow-sub sqr-pow
distribute-rgt-in unpow-prod-up clear-num frac-2neg distribute-lft-in pow1/2 associate-/l* distribute-lft-out-- associate-/l/
Counts
4 → 274
Calls
4 calls:
17.4s
(* (/ (* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2))) (exp (+ (- z -6) 0.5))) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
187.0ms
(/ (* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2))) (exp (+ (- z -6) 0.5)))
190.0ms
(* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2)))
7.0ms
(sqrt (* PI 2))

series1.9s

Counts
4 → 10
Calls
4 calls:
880.0ms
(* (/ (* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2))) (exp (+ (- z -6) 0.5))) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
605.0ms
(/ (* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2))) (exp (+ (- z -6) 0.5)))
366.0ms
(* (pow (+ (- z -6) 0.5) (+ (- z 1) 0.5)) (sqrt (* PI 2)))
0.0ms
(sqrt (* PI 2))

simplify7.9s

Counts
284 → 284
Iterations
IterNodes
14671
0939

prune12.8s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize153.0ms

Local error

Found 4 expressions with local error:

0.1b
(exp (+ z 6.5))
0.6b
(* (* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (exp (+ z 6.5))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
1.0b
(* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (exp (+ z 6.5))) (sqrt PI))
1.0b
(sqrt PI)

rewrite13.3s

Algorithm
rewrite-expression-head
Rules
444×frac-add
153×*-un-lft-identity
152×flip3-+ flip-+
116×distribute-lft-out
71×associate-*l/
68×frac-times associate-*r/
34×associate-*r*
27×add-cbrt-cube
21×add-exp-log
16×add-sqr-sqrt
12×pow1 prod-exp cbrt-unprod
11×add-cube-cbrt
associate-*l*
sqrt-prod add-log-exp
expm1-log1p-u cbrt-undiv exp-prod times-frac div-exp pow-prod-down insert-posit16 log1p-expm1-u
exp-sum *-commutative unswap-sqr rem-exp-log
distribute-rgt-in rem-sqrt-square sum-log distribute-lft-in sqrt-pow1 pow1/2 div-inv
Counts
4 → 257
Calls
4 calls:
10.0ms
(exp (+ z 6.5))
13.1s
(* (* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (exp (+ z 6.5))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
136.0ms
(* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (exp (+ z 6.5))) (sqrt PI))
2.0ms
(sqrt PI)

series1.5s

Counts
4 → 10
Calls
4 calls:
19.0ms
(exp (+ z 6.5))
883.0ms
(* (* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (exp (+ z 6.5))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
575.0ms
(* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (exp (+ z 6.5))) (sqrt PI))
0.0ms
(sqrt PI)

simplify6.7s

Counts
267 → 267
Iterations
IterNodes
14380
0881

prune13.9s

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 0.0b

localize164.0ms

Local error

Found 4 expressions with local error:

0.0b
(exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))
0.6b
(* (* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (* (exp z) (exp 6.5))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
1.0b
(* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (* (exp z) (exp 6.5))) (sqrt PI))
1.0b
(sqrt PI)

rewrite13.7s

Algorithm
rewrite-expression-head
Rules
444×frac-add
173×*-un-lft-identity
152×flip3-+ flip-+
115×distribute-lft-out
71×associate-*l/
68×frac-times associate-*r/
47×add-cbrt-cube
45×distribute-rgt-in distribute-lft-in
44×exp-sum
38×add-sqr-sqrt
36×prod-diff
35×add-exp-log
34×associate-*r*
33×add-cube-cbrt
24×prod-exp cbrt-unprod
12×pow1
cbrt-undiv div-exp
sqrt-prod
associate-*l* add-log-exp
expm1-log1p-u sub-neg pow-prod-down insert-posit16 log1p-expm1-u
*-commutative unswap-sqr
exp-neg rem-sqrt-square exp-prod mul-1-neg sqrt-pow1 times-frac exp-to-pow pow1/2 div-inv rem-exp-log
Counts
4 → 303
Calls
4 calls:
29.0ms
(exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))
13.5s
(* (* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (* (exp z) (exp 6.5))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
132.0ms
(* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (* (exp z) (exp 6.5))) (sqrt PI))
1.0ms
(sqrt PI)

series1.9s

Counts
4 → 10
Calls
4 calls:
133.0ms
(exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))
990.0ms
(* (* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (* (exp z) (exp 6.5))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
760.0ms
(* (/ (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (* (exp z) (exp 6.5))) (sqrt PI))
0.0ms
(sqrt PI)

simplify7.1s

Counts
313 → 313
Iterations
IterNodes
15023
01078

prune16.4s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.0b

localize160.0ms

Local error

Found 4 expressions with local error:

0.2b
(* (* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
0.6b
(/ (* (* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3))))) (* (exp z) (exp 6.5)))
1.0b
(* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI))
1.0b
(sqrt PI)

rewrite19.0s

Algorithm
rewrite-expression-head
Rules
1332×frac-add
456×flip3-+ flip-+
282×associate-*l/
278×exp-neg mul-1-neg
275×associate-*r/
272×frac-times
206×associate-/l/
148×*-un-lft-identity
139×un-div-inv
115×distribute-lft-out
50×add-cbrt-cube
38×add-exp-log
34×associate-*r*
25×prod-exp cbrt-unprod
19×pow1
add-sqr-sqrt pow-prod-down
cbrt-undiv div-exp add-cube-cbrt
sqrt-prod
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
associate-*l* *-commutative
distribute-rgt-in rem-sqrt-square clear-num associate-/r* frac-2neg distribute-lft-in sqrt-pow1 times-frac pow1/2 div-inv associate-/l*
Counts
4 → 537
Calls
4 calls:
13.1s
(* (* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
5.8s
(/ (* (* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3))))) (* (exp z) (exp 6.5)))
113.0ms
(* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI))
1.0ms
(sqrt PI)

series1.9s

Counts
4 → 10
Calls
4 calls:
610.0ms
(* (* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3)))))
952.0ms
(/ (* (* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI)) (+ (+ (+ (/ 9.984369578019572e-06 (- z -6)) (/ 1.5056327351493116e-07 (+ 7 z))) (+ (/ -0.13857109526572012 (+ -1 (- z -6))) (/ 12.507343278686905 (+ z 4)))) (+ (+ (+ 0.9999999999998099 (+ (/ 676.5203681218851 z) (/ 771.3234287776531 (+ 2 z)))) (/ -1259.1392167224028 (- z -1))) (/ -176.6150291621406 (+ z 3))))) (* (exp z) (exp 6.5)))
372.0ms
(* (* (sqrt 2) (exp (* -1 (* (log (+ z 6.5)) (- 0.5 z))))) (sqrt PI))
0.0ms
(sqrt PI)

simplify7.4s

Counts
547 → 547
Iterations
IterNodes
15660
01124

prune31.2s

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0.0b

regimes492.0ms

Accuracy

0% (0.7b remaining)

Error of 0.8b against oracle of 0.0b and baseline of 0.8b

bsearch0.0ms

simplify30.0ms

Iterations
IterNodes
384
284
178
057

end0.0ms

sample47.8s

Algorithm
intervals
Results
16.5s3829×body10240exit
11.1s3314×body1280valid
7.0s2556×body640valid
4.9s1508×body1280nan
3.2s1286×body640nan
2.1s1277×body320valid
1.3s618×body320nan
616.0ms610×body160valid
313.0ms294×body160nan
185.0ms326×body80valid
150.0ms285×body80nan