Details

Time bar (total: 18.7s)

sample5.8s

Algorithm
intervals
sampling

Space saved by range analysis: 0%

Space saved by search: 0.390625%

Guaranteed chance to sample good point: 30.784314%

Results
27.0ms289×body80valid
9.0ms112×body80nan

simplify59.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0369
1819
21789
34469
415309
550019

prune5.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 17.9b

Counts
2 → 1

localize14.0ms

Local error

Found 4 expressions with local error:

4.5b
(* w0 (sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l)))))
4.8b
(/ (* M D) (* 2.0 d))
5.2b
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))))
11.4b
(* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
67×add-exp-log
35×add-sqr-sqrt
27×prod-exp
23×add-cbrt-cube
19×div-exp associate-*r*
17×add-cube-cbrt *-un-lft-identity
14×times-frac
12×associate-*l*
10×pow-exp
unswap-sqr
pow1 unpow-prod-down sqrt-prod cbrt-unprod
cbrt-undiv
sqrt-div add-log-exp
associate-*r/ div-inv sqr-pow
pow-to-exp flip3-- *-commutative flip--
rem-sqrt-square frac-2neg sqrt-pow1 pow1/2 pow-prod-down clear-num associate-/r* associate-/l*
Counts
4 → 113
Calls
4 calls:
6.0ms
(* w0 (sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l)))))
5.0ms
(/ (* M D) (* 2.0 d))
2.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))))
10.0ms
(* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))

series535.0ms

Counts
4 → 12
Calls
4 calls:
175.0ms
(* w0 (sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l)))))
6.0ms
(/ (* M D) (* 2.0 d))
144.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))))
210.0ms
(* (pow (/ (* M D) (* 2.0 d)) 2.0) (/ h l))

simplify71.0ms

Algorithm
egg-herbie
Counts
125 → 125
Iterations

Useful iterations: 2 (59.0ms)

IterNodesCost
07381124
129591046
250021043

prune247.0ms

Filtered
81 candidates to 125 candidates (-54.3%)
Pruning

7 alts after pruning (7 fresh and 0 done)

PrunedKeptTotal
New1187125
Fresh000
Picked101
Done000
Total1197126

Merged error: 10.4b

Counts
126 → 7

localize16.0ms

Local error

Found 4 expressions with local error:

4.8b
(/ (* M D) (* 2.0 d))
4.8b
(/ (* M D) (* 2.0 d))
5.2b
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))))
10.2b
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l))

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
77×add-exp-log
33×add-cbrt-cube
30×prod-exp
28×add-sqr-sqrt
23×div-exp
15×times-frac
14×add-cube-cbrt *-un-lft-identity
13×associate-*r*
10×pow-exp cbrt-unprod
cbrt-undiv associate-*l*
unpow-prod-down
unswap-sqr
pow1
div-inv add-log-exp
sqrt-prod sqr-pow
pow-to-exp frac-2neg sqrt-div clear-num associate-/r* associate-/l*
rem-sqrt-square flip3-- sqrt-pow1 pow1/2 associate-*r/ *-commutative flip--
Counts
4 → 110
Calls
4 calls:
5.0ms
(/ (* M D) (* 2.0 d))
6.0ms
(/ (* M D) (* 2.0 d))
2.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))))
10.0ms
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l))

series364.0ms

Counts
4 → 12
Calls
4 calls:
6.0ms
(/ (* M D) (* 2.0 d))
6.0ms
(/ (* M D) (* 2.0 d))
146.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))))
207.0ms
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l))

simplify73.0ms

Algorithm
egg-herbie
Counts
122 → 122
Iterations

Useful iterations: 2 (60.0ms)

IterNodesCost
07021184
128171065
250021064

prune261.0ms

Filtered
77 candidates to 122 candidates (-58.4%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New1202122
Fresh066
Picked101
Done000
Total1218129

Merged error: 10.0b

Counts
129 → 8

localize16.0ms

Local error

Found 4 expressions with local error:

4.8b
(/ (* M D) (* 2.0 d))
4.8b
(/ (* M D) (* 2.0 d))
5.2b
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) h) l))))
6.5b
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) h)

rewrite23.0ms

Algorithm
rewrite-expression-head
Rules
49×add-exp-log
30×add-cbrt-cube
19×prod-exp
14×add-sqr-sqrt
12×div-exp
associate-*l* cbrt-unprod
cbrt-undiv add-cube-cbrt *-un-lft-identity
unpow-prod-down
pow1 pow-exp
add-log-exp
times-frac associate-*r* sqrt-prod div-inv unswap-sqr
frac-2neg sqrt-div clear-num associate-/r* associate-/l* sqr-pow
pow-to-exp rem-sqrt-square flip3-- sqrt-pow1 pow1/2 *-commutative flip--
Counts
4 → 88
Calls
4 calls:
5.0ms
(/ (* M D) (* 2.0 d))
6.0ms
(/ (* M D) (* 2.0 d))
2.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) h) l))))
7.0ms
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) h)

series351.0ms

Counts
4 → 12
Calls
4 calls:
5.0ms
(/ (* M D) (* 2.0 d))
5.0ms
(/ (* M D) (* 2.0 d))
143.0ms
(sqrt (- 1.0 (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) h) l))))
197.0ms
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) h)

simplify56.0ms

Algorithm
egg-herbie
Counts
100 → 100
Iterations

Useful iterations: 2 (45.0ms)

IterNodesCost
0564916
12210810
25001809

prune214.0ms

Filtered
64 candidates to 100 candidates (-56.3%)
Pruning

8 alts after pruning (7 fresh and 1 done)

PrunedKeptTotal
New1000100
Fresh077
Picked011
Done000
Total1008108

Merged error: 10.0b

Counts
108 → 8

localize21.0ms

Local error

Found 4 expressions with local error:

10.2b
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l))
24.6b
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))
24.6b
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))
24.6b
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))

rewrite30.0ms

Algorithm
rewrite-expression-head
Rules
53×add-exp-log
26×add-sqr-sqrt
22×prod-exp
15×div-exp
13×add-cube-cbrt *-un-lft-identity times-frac associate-*r*
10×pow-exp
associate-*l* add-cbrt-cube
unpow-prod-down
unswap-sqr
pow1 associate-*r/ add-log-exp
cbrt-prod cbrt-div pow1/3 sqr-pow
pow-to-exp cbrt-unprod div-inv
cbrt-undiv *-commutative
Counts
4 → 83
Calls
4 calls:
10.0ms
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l))
7.0ms
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))
5.0ms
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))
5.0ms
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))

series697.0ms

Counts
4 → 12
Calls
4 calls:
209.0ms
(* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l))
161.0ms
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))
163.0ms
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))
163.0ms
(cbrt (* (pow (/ (* M D) (* 2.0 d)) (/ 2.0 2)) (/ h l)))

simplify59.0ms

Algorithm
egg-herbie
Counts
95 → 95
Iterations

Useful iterations: 2 (46.0ms)

IterNodesCost
07351230
123541144
250011138

prune394.0ms

Filtered
73 candidates to 95 candidates (-30.1%)
Pruning

8 alts after pruning (6 fresh and 2 done)

PrunedKeptTotal
New95095
Fresh066
Picked011
Done011
Total958103

Merged error: 10.0b

Counts
103 → 8

regimes1.9s

Accuracy

-68.7% (2.3b remaining)

Error of 10.0b against oracle of 7.7b and baseline of 9.0b

bsearch59.0ms

Steps
ItersRangePoint
9
-3.353225653658242e-274
-3.76510072982294e-282
-1.6230172512242186e-281
5
-1.1663686806087078e+262
-4.503985350252335e+261
-1.1499188086214218e+262

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04139
14139

end0.0ms

sample7.3s

Algorithm
intervals
sampling

Space saved by range analysis: 0%

Space saved by search: 0.390625%

Guaranteed chance to sample good point: 30.784314%

Results
752.0ms9283×body80valid
253.0ms3179×body80nan

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