Details

Time bar (total: 1.6m)

sample503.0ms

Algorithm
intervals
Results
171.0ms40×body5120valid
143.0ms71×body2560valid
91.0ms115×body1280valid
50.0ms93×body640valid
9.0ms26×body320valid
7.0ms61×body80valid
5.0ms23×body160valid

simplify27.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 3 (25.0ms)

IterNodesCost
04413
114713
285712
3500211

prune10.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 39.3b

localize18.0ms

Local error

Found 4 expressions with local error:

0.3b
(pow (/ k t) 2.0)
0.8b
(* (pow t 3.0) (tan k))
22.5b
(/ (* 2.0 (* l l)) (* (* (pow (/ k t) 2.0) (* (pow t 3.0) (tan k))) (sin k)))
27.5b
(* (pow (/ k t) 2.0) (* (pow t 3.0) (tan k)))

rewrite166.0ms

Algorithm
rewrite-expression-head
Rules
337×add-exp-log
220×prod-exp
71×div-exp
65×add-cbrt-cube
51×pow-exp
34×pow-to-exp cbrt-unprod
30×unpow-prod-down
28×add-sqr-sqrt
24×associate-*l*
23×add-cube-cbrt *-un-lft-identity
19×times-frac
12×cbrt-undiv
pow1 associate-*r/
associate-*r* add-log-exp sqr-pow
tan-quot pow-unpow div-inv unswap-sqr
*-commutative
pow-pow frac-2neg associate-*l/ clear-num associate-/r* associate-/r/ associate-/l*
Counts
4 → 179
Calls
4 calls:
6.0ms
(pow (/ k t) 2.0)
15.0ms
(* (pow t 3.0) (tan k))
89.0ms
(/ (* 2.0 (* l l)) (* (* (pow (/ k t) 2.0) (* (pow t 3.0) (tan k))) (sin k)))
45.0ms
(* (pow (/ k t) 2.0) (* (pow t 3.0) (tan k)))

series856.0ms

Counts
4 → 12
Calls
4 calls:
54.0ms
(pow (/ k t) 2.0)
221.0ms
(* (pow t 3.0) (tan k))
349.0ms
(/ (* 2.0 (* l l)) (* (* (pow (/ k t) 2.0) (* (pow t 3.0) (tan k))) (sin k)))
231.0ms
(* (pow (/ k t) 2.0) (* (pow t 3.0) (tan k)))

simplify134.0ms

Algorithm
egg-herbie
Counts
191 → 191
Iterations

Useful iterations: 1 (21.0ms)

IterNodesCost
09741954
149951620
250011620

prune440.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 23.7b

localize22.0ms

Local error

Found 4 expressions with local error:

0.3b
(pow (sin k) 2)
6.1b
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
8.3b
(* (pow k 2.0) (pow t 1.0))
17.9b
(* (pow (/ 1 (* (pow k 2.0) (pow t 1.0))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

rewrite165.0ms

Algorithm
rewrite-expression-head
Rules
1597×add-exp-log
1095×prod-exp
882×pow-exp
668×div-exp
492×pow-to-exp
130×rec-exp 1-exp
37×add-sqr-sqrt
32×unpow-prod-down
20×add-cube-cbrt *-un-lft-identity add-cbrt-cube
19×times-frac associate-*r*
18×associate-*l*
14×sqr-pow
12×unswap-sqr
associate-/r*
cbrt-unprod
pow1
cbrt-undiv unpow2 add-log-exp
pow-unpow div-inv
*-commutative
pow-pow frac-2neg associate-*r/ clear-num associate-/l*
Counts
4 → 567
Calls
4 calls:
4.0ms
(pow (sin k) 2)
16.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
16.0ms
(* (pow k 2.0) (pow t 1.0))
73.0ms
(* (pow (/ 1 (* (pow k 2.0) (pow t 1.0))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

series1.0s

Counts
4 → 12
Calls
4 calls:
21.0ms
(pow (sin k) 2)
79.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
316.0ms
(* (pow k 2.0) (pow t 1.0))
611.0ms
(* (pow (/ 1 (* (pow k 2.0) (pow t 1.0))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

simplify135.0ms

Algorithm
egg-herbie
Counts
579 → 579
Iterations

Useful iterations: 2 (75.0ms)

IterNodesCost
011806917
137316762
250036761

prune549.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 19.7b

localize24.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0))))
0.3b
(pow (sin k) 2)
6.1b
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
17.9b
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0)))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

rewrite405.0ms

Algorithm
rewrite-expression-head
Rules
5603×add-exp-log
4515×prod-exp
3078×pow-exp
2032×div-exp
1869×pow-to-exp
434×rec-exp 1-exp
27×add-cbrt-cube
23×add-sqr-sqrt
22×times-frac
20×unpow-prod-down
18×add-cube-cbrt *-un-lft-identity
12×associate-*r*
11×associate-*l*
associate-/r*
cbrt-unprod
cbrt-undiv
pow1 sqr-pow
div-inv associate-/l* unpow2 add-log-exp
pow-unpow unswap-sqr
frac-2neg clear-num
pow-flip pow-pow associate-*r/ *-commutative inv-pow
Counts
4 → 1460
Calls
4 calls:
46.0ms
(/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0))))
4.0ms
(pow (sin k) 2)
17.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
134.0ms
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0)))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

series1.0s

Counts
4 → 12
Calls
4 calls:
321.0ms
(/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0))))
16.0ms
(pow (sin k) 2)
82.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
612.0ms
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0)))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

simplify288.0ms

Algorithm
egg-herbie
Counts
1472 → 1472
Iterations

Useful iterations: 2 (86.0ms)

IterNodesCost
0174223543
1457419111
2500217858

prune734.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 16.4b

localize30.0ms

Local error

Found 4 expressions with local error:

0.8b
(/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l))
0.8b
(pow (cbrt (sin k)) 4)
2.0b
(/ (/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l)) (pow (cbrt (sin k)) 2))
17.9b
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0)))) 1.0) (/ (/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l)) (pow (cbrt (sin k)) 2)))

rewrite3.3s

Algorithm
rewrite-expression-head
Rules
29087×times-frac
11908×add-sqr-sqrt
11455×add-cube-cbrt *-un-lft-identity
10275×add-exp-log
7945×unpow-prod-down
6428×div-exp
5073×prod-exp
4257×pow-exp
3951×cbrt-prod
3557×associate-*r*
2490×pow-to-exp
1378×sqr-pow
668×unpow2
589×rec-exp 1-exp
326×associate-/l*
319×div-inv
117×associate-/r*
108×unswap-sqr
47×add-cbrt-cube
26×cbrt-undiv
24×associate-/r/
11×associate-*l*
pow1 cbrt-unprod
add-log-exp
pow-unpow
pow-pow frac-2neg clear-num
pow1/3 associate-*r/ *-commutative associate-/l/
Counts
4 → 9901
Calls
4 calls:
45.0ms
(/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l))
4.0ms
(pow (cbrt (sin k)) 4)
188.0ms
(/ (/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l)) (pow (cbrt (sin k)) 2))
1.5s
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0)))) 1.0) (/ (/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l)) (pow (cbrt (sin k)) 2)))

series980.0ms

Counts
4 → 12
Calls
4 calls:
172.0ms
(/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l))
116.0ms
(pow (cbrt (sin k)) 4)
82.0ms
(/ (/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l)) (pow (cbrt (sin k)) 2))
609.0ms
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (* (pow k (/ 2.0 2)) (pow t 1.0)))) 1.0) (/ (/ (cos k) (/ (/ (pow (cbrt (sin k)) 4) l) l)) (pow (cbrt (sin k)) 2)))

simplify2.7s

Algorithm
egg-herbie
Counts
9913 → 9913
Iterations

Useful iterations: 0 (106.0ms)

IterNodesCost
010810276353

prune1.2m

Pruning

27 alts after pruning (27 fresh and 0 done)

Merged error: 7.8b

regimes859.0ms

Accuracy

32.9% (3.8b remaining)

Error of 10.7b against oracle of 6.9b and baseline of 12.6b

bsearch3.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
08196
18196

end0.0ms

sample14.4s

Algorithm
intervals
Results
4.2s2225×body2560valid
4.2s991×body5120valid
3.4s4062×body1280valid
1.4s2524×body640valid
356.0ms965×body320valid
240.0ms2013×body80valid
128.0ms484×body160valid