Details

Time bar (total: 2.8m)

sample3.0s

Algorithm
intervals
Results
2.6s127×body10240exit
145.0ms257×body80valid
127.0ms47×body1280nan
69.0ms41×body640nan
26.0ms25×body320nan
5.0msbody160nan
3.0msbody80nan

simplify3.3s

Counts
1 → 1
Iterations
IterNodes
done5014
34020
2623
1155
060

prune74.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.9b

localize210.0ms

Local error

Found 4 expressions with local error:

1.0b
(+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z)))
1.0b
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))
1.0b
(+ (+ (/ 1.5056327351493116e-07 (- 8 z)) (+ (/ 676.5203681218851 (- 1 z)) (+ (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (/ 771.3234287776531 (- 3 z))))) (+ (/ -176.6150291621406 (- 4 z)) (+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))))
1.0b
(sqrt (* 2 PI))

rewrite13.6s

Algorithm
rewrite-expression-head
Rules
217×frac-add
201×*-un-lft-identity
121×add-log-exp
114×distribute-lft-out
94×sum-log
56×flip3-+ flip-+
32×times-frac
16×distribute-lft-out--
pow1
add-sqr-sqrt add-cbrt-cube add-exp-log add-cube-cbrt insert-posit16
+-commutative
associate-+l+ sqrt-pow1
associate-+r+ pow1/2 pow-prod-down sqrt-prod
Counts
4 → 166
Calls
4 calls:
95.0ms
(+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z)))
562.0ms
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))
12.9s
(+ (+ (/ 1.5056327351493116e-07 (- 8 z)) (+ (/ 676.5203681218851 (- 1 z)) (+ (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (/ 771.3234287776531 (- 3 z))))) (+ (/ -176.6150291621406 (- 4 z)) (+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))))
7.0ms
(sqrt (* 2 PI))

series390.0ms

Counts
4 → 10
Calls
4 calls:
60.0ms
(+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z)))
112.0ms
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))
217.0ms
(+ (+ (/ 1.5056327351493116e-07 (- 8 z)) (+ (/ 676.5203681218851 (- 1 z)) (+ (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (/ 771.3234287776531 (- 3 z))))) (+ (/ -176.6150291621406 (- 4 z)) (+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))))
0.0ms
(sqrt (* 2 PI))

simplify5.4s

Counts
176 → 176
Iterations
IterNodes
done5002
12189
0583

prune2.8s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 0.1b

localize133.0ms

Local error

Found 4 expressions with local error:

1.0b
(+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z)))
1.0b
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))
1.0b
(+ (+ (/ 1.5056327351493116e-07 (- 8 z)) (+ (/ 676.5203681218851 (- 1 z)) (+ (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (/ 771.3234287776531 (- 3 z))))) (+ (/ -176.6150291621406 (- 4 z)) (+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))))
1.0b
(sqrt PI)

rewrite12.0s

Algorithm
rewrite-expression-head
Rules
217×frac-add
202×*-un-lft-identity
121×add-log-exp
114×distribute-lft-out
94×sum-log
56×flip3-+ flip-+
32×times-frac
16×distribute-lft-out--
add-sqr-sqrt
pow1 add-cube-cbrt
add-cbrt-cube add-exp-log insert-posit16
+-commutative sqrt-prod
associate-+l+
rem-sqrt-square associate-+r+ sqrt-pow1 pow1/2
Counts
4 → 168
Calls
4 calls:
95.0ms
(+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z)))
566.0ms
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))
11.3s
(+ (+ (/ 1.5056327351493116e-07 (- 8 z)) (+ (/ 676.5203681218851 (- 1 z)) (+ (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (/ 771.3234287776531 (- 3 z))))) (+ (/ -176.6150291621406 (- 4 z)) (+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))))
1.0ms
(sqrt PI)

series439.0ms

Counts
4 → 10
Calls
4 calls:
87.0ms
(+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z)))
104.0ms
(+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))
247.0ms
(+ (+ (/ 1.5056327351493116e-07 (- 8 z)) (+ (/ 676.5203681218851 (- 1 z)) (+ (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (/ 771.3234287776531 (- 3 z))))) (+ (/ -176.6150291621406 (- 4 z)) (+ (+ (/ -0.13857109526572012 (- 6 z)) (/ 12.507343278686905 (- 5 z))) (/ 9.984369578019572e-06 (- 7 z)))))
0.0ms
(sqrt PI)

simplify5.7s

Counts
178 → 178
Iterations
IterNodes
done5003
12155
0572

prune3.5s

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 0.1b

localize442.0ms

Local error

Found 4 expressions with local error:

1.0b
(* (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))))
1.0b
(pow (/ 771.3234287776531 (- 3 z)) 3)
1.0b
(sqrt PI)
1.0b
(pow (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) 3)

rewrite290.0ms

Algorithm
rewrite-expression-head
Rules
61×*-un-lft-identity
46×add-sqr-sqrt
31×add-cube-cbrt
30×times-frac
25×unpow-prod-down cube-prod
14×pow1
10×add-cbrt-cube add-exp-log
distribute-lft-out
flip3-+ flip-+
pow-unpow swap-sqr distribute-lft-out-- difference-of-squares
frac-times associate-*r* associate-*l* associate-/r/ insert-posit16 add-log-exp
cube-div pow-exp sqrt-prod rem-cube-cbrt
cube-mult pow-to-exp pow-pow flip3-- unpow3 associate-*l/ associate-*r/ div-inv flip-- sqr-pow
pow2 distribute-rgt-in cbrt-undiv rem-sqrt-square distribute-lft-in sqrt-pow1 pow-plus pow1/2 div-exp pow-prod-down prod-exp pow-sqr *-commutative pow-prod-up cbrt-unprod unswap-sqr
Counts
4 → 146
Calls
4 calls:
223.0ms
(* (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))))
20.0ms
(pow (/ 771.3234287776531 (- 3 z)) 3)
1.0ms
(sqrt PI)
40.0ms
(pow (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) 3)

series243.0ms

Counts
4 → 10
Calls
4 calls:
71.0ms
(* (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))))
98.0ms
(pow (/ 771.3234287776531 (- 3 z)) 3)
0.0ms
(sqrt PI)
74.0ms
(pow (+ 0.9999999999998099 (/ -1259.1392167224028 (- 2 z))) 3)

simplify2.8s

Counts
156 → 156
Iterations
IterNodes
done5020
23883
11097
0305

prune4.1s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.1b

localize422.0ms

Local error

Found 4 expressions with local error:

1.0b
(* (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))) (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))))
1.0b
(* (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))) (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))))
1.0b
(sqrt (* 2 PI))
1.5b
(* (+ (+ (/ 12.507343278686905 (- 5 z)) (/ -0.13857109526572012 (- 6 z))) (/ 9.984369578019572e-06 (- 7 z))) (+ (+ (/ 12.507343278686905 (- 5 z)) (/ -0.13857109526572012 (- 6 z))) (/ 9.984369578019572e-06 (- 7 z))))

rewrite20.1s

Algorithm
rewrite-expression-head
Rules
1332×*-un-lft-identity
432×times-frac distribute-lft-out
216×distribute-lft-out--
111×swap-sqr
88×frac-add
64×flip3-+ flip-+
57×frac-times
28×pow1
25×associate-*r* associate-*l*
22×add-sqr-sqrt
16×add-cube-cbrt
13×associate-*l/ associate-*r/
10×add-cbrt-cube add-exp-log
pow-prod-down insert-posit16 add-log-exp
pow2 distribute-rgt-in distribute-lft-in pow-plus prod-exp pow-sqr *-commutative pow-prod-up cbrt-unprod unswap-sqr
sqrt-pow1
pow1/2 sqrt-prod
Counts
4 → 313
Calls
4 calls:
8.6s
(* (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))) (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))))
8.4s
(* (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))) (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))))
6.0ms
(sqrt (* 2 PI))
3.1s
(* (+ (+ (/ 12.507343278686905 (- 5 z)) (/ -0.13857109526572012 (- 6 z))) (/ 9.984369578019572e-06 (- 7 z))) (+ (+ (/ 12.507343278686905 (- 5 z)) (/ -0.13857109526572012 (- 6 z))) (/ 9.984369578019572e-06 (- 7 z))))

series386.0ms

Counts
4 → 10
Calls
4 calls:
114.0ms
(* (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))) (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))))
120.0ms
(* (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))) (+ (+ 0.9999999999998099 (+ (/ -1259.1392167224028 (- 2 z)) (/ 771.3234287776531 (- 3 z)))) (/ 676.5203681218851 (- 1 z))))
0.0ms
(sqrt (* 2 PI))
150.0ms
(* (+ (+ (/ 12.507343278686905 (- 5 z)) (/ -0.13857109526572012 (- 6 z))) (/ 9.984369578019572e-06 (- 7 z))) (+ (+ (/ 12.507343278686905 (- 5 z)) (/ -0.13857109526572012 (- 6 z))) (/ 9.984369578019572e-06 (- 7 z))))

simplify3.6s

Counts
323 → 323
Iterations
IterNodes
done5001
11310
0348

prune5.7s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 0.1b

regimes590.0ms

Accuracy

0% (0.7b remaining)

Error of 0.8b against oracle of 0.1b and baseline of 0.8b

bsearch0.0ms

simplify55.0ms

Iterations
IterNodes
done115
1115
082

end0.0ms

sample1.3m

Algorithm
intervals
Results
1.1m3824×body10240exit
4.5s8082×body80valid
4.1s1443×body1280nan
2.6s1179×body640nan
1.2s591×body320nan
300.0ms309×body160nan
133.0ms280×body80nan