Details

Time bar (total: 15.4s)

sample125.0ms

Algorithm
intervals
Results
49.0ms68×body1280valid
25.0ms51×body640valid
24.0ms186×body80valid
7.0ms21×body320valid
2.0msbody160valid

simplify29.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
04813
115813
290313
3500113

prune4.0ms

Filtered
1 candidates to 0 candidates (0.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 30.6b

Counts
2 → 1

localize20.0ms

Local error

Found 4 expressions with local error:

2.3b
(* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k))
4.4b
(* (/ (pow t 3.0) (* l l)) (sin k))
11.3b
(* (* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))
16.7b
(/ (pow t 3.0) (* l l))

rewrite57.0ms

Algorithm
rewrite-expression-head
Rules
108×add-exp-log
58×prod-exp
52×add-cbrt-cube
26×cbrt-unprod
24×div-exp
21×add-sqr-sqrt
20×pow1
19×*-un-lft-identity
17×times-frac
16×associate-*l/
14×add-cube-cbrt
13×associate-*l*
11×associate-*r*
10×frac-times unpow-prod-down pow-prod-down
tan-quot cbrt-undiv pow-to-exp pow-exp
associate-/l*
associate-*r/
flip3-+ flip-+ add-log-exp unswap-sqr sqr-pow
*-commutative distribute-lft-out
div-inv
distribute-rgt-in frac-2neg distribute-lft-in clear-num associate-/r*
Counts
4 → 144
Calls
4 calls:
11.0ms
(* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k))
12.0ms
(* (/ (pow t 3.0) (* l l)) (sin k))
22.0ms
(* (* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))
6.0ms
(/ (pow t 3.0) (* l l))

series1.4s

Counts
4 → 12
Calls
4 calls:
313.0ms
(* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k))
247.0ms
(* (/ (pow t 3.0) (* l l)) (sin k))
625.0ms
(* (* (* (/ (pow t 3.0) (* l l)) (sin k)) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))
177.0ms
(/ (pow t 3.0) (* l l))

simplify117.0ms

Algorithm
egg-herbie
Counts
156 → 156
Iterations

Useful iterations: 1 (21.0ms)

IterNodesCost
08011619
146461348
250021348

prune444.0ms

Filtered
156 candidates to 93 candidates (59.6%)
Pruning

8 alts after pruning (8 fresh and 0 done)

PrunedKeptTotal
New1488156
Fresh000
Picked101
Done000
Total1498157

Merged error: 16.5b

Counts
157 → 8

localize26.0ms

Local error

Found 4 expressions with local error:

2.3b
(* (* (/ (pow (* (cbrt t) (cbrt t)) 3.0) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k))
3.8b
(* (/ (pow (cbrt t) 3.0) l) (sin k))
8.6b
(/ (pow (* (cbrt t) (cbrt t)) 3.0) l)
11.3b
(* (* (* (/ (pow (* (cbrt t) (cbrt t)) 3.0) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
304×add-exp-log
184×prod-exp
78×add-cbrt-cube
77×div-exp
50×add-sqr-sqrt
49×times-frac
44×associate-*l/ cbrt-unprod
42×*-un-lft-identity
37×add-cube-cbrt
36×associate-*l*
34×frac-times
33×pow-exp
29×pow1
24×unpow-prod-down
22×pow-to-exp
17×pow-prod-down
16×tan-quot
14×associate-*r/
12×cbrt-undiv
11×associate-*r*
10×cbrt-prod
flip3-+ flip-+ sqr-pow
associate-/l* unswap-sqr
add-log-exp
associate-/r* *-commutative distribute-lft-out
div-inv
distribute-rgt-in frac-2neg distribute-lft-in clear-num
Counts
4 → 229
Calls
4 calls:
16.0ms
(* (* (/ (pow (* (cbrt t) (cbrt t)) 3.0) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k))
10.0ms
(* (/ (pow (cbrt t) 3.0) l) (sin k))
5.0ms
(/ (pow (* (cbrt t) (cbrt t)) 3.0) l)
33.0ms
(* (* (* (/ (pow (* (cbrt t) (cbrt t)) 3.0) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

series1.5s

Counts
4 → 12
Calls
4 calls:
363.0ms
(* (* (/ (pow (* (cbrt t) (cbrt t)) 3.0) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k))
232.0ms
(* (/ (pow (cbrt t) 3.0) l) (sin k))
202.0ms
(/ (pow (* (cbrt t) (cbrt t)) 3.0) l)
727.0ms
(* (* (* (/ (pow (* (cbrt t) (cbrt t)) 3.0) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

simplify67.0ms

Algorithm
egg-herbie
Counts
241 → 241
Iterations

Useful iterations: 1 (30.0ms)

IterNodesCost
013473795
150013312

prune915.0ms

Filtered
241 candidates to 151 candidates (62.7%)
Pruning

17 alts after pruning (17 fresh and 0 done)

PrunedKeptTotal
New23110241
Fresh077
Picked101
Done000
Total23217249

Merged error: 11.7b

Counts
249 → 17

localize34.0ms

Local error

Found 4 expressions with local error:

1.3b
(* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k)))
2.3b
(* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k))
3.8b
(* (/ (pow (cbrt t) 3.0) l) (sin k))
11.3b
(* (* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

rewrite160.0ms

Algorithm
rewrite-expression-head
Rules
1884×add-exp-log
1325×prod-exp
432×div-exp
334×pow-exp
199×pow-to-exp
151×add-cbrt-cube
96×cbrt-unprod
47×associate-*l/
40×add-sqr-sqrt
37×associate-*l*
35×frac-times
34×pow1 times-frac
33×associate-*r/
32×*-un-lft-identity
27×add-cube-cbrt
20×unpow-prod-down pow-prod-down
19×cbrt-undiv
16×tan-quot
12×associate-*r*
10×cbrt-prod
flip3-+ flip-+
unswap-sqr
*-commutative add-log-exp sqr-pow
distribute-lft-out
distribute-rgt-in distribute-lft-in div-inv
Counts
4 → 486
Calls
4 calls:
22.0ms
(* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k)))
24.0ms
(* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k))
11.0ms
(* (/ (pow (cbrt t) 3.0) l) (sin k))
43.0ms
(* (* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

series1.6s

Counts
4 → 12
Calls
4 calls:
290.0ms
(* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k)))
368.0ms
(* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k))
235.0ms
(* (/ (pow (cbrt t) 3.0) l) (sin k))
736.0ms
(* (* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l)) (* (/ (pow (cbrt t) 3.0) l) (sin k))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

simplify123.0ms

Algorithm
egg-herbie
Counts
498 → 498
Iterations

Useful iterations: 1 (33.0ms)

IterNodesCost
0180711224
150028512

prune976.0ms

Filtered
498 candidates to 147 candidates (29.5%)
Pruning

21 alts after pruning (21 fresh and 0 done)

PrunedKeptTotal
New4908498
Fresh31316
Picked101
Done000
Total49421515

Merged error: 9.7b

Counts
515 → 21

localize39.0ms

Local error

Found 4 expressions with local error:

1.3b
(* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))))
2.3b
(* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k)))) (tan k))
3.8b
(* (/ (pow (cbrt t) 3.0) l) (sin k))
11.3b
(* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k)))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

rewrite149.0ms

Algorithm
rewrite-expression-head
Rules
1857×add-exp-log
1310×prod-exp
423×div-exp
337×pow-exp
199×pow-to-exp
124×add-cbrt-cube
78×cbrt-unprod
47×associate-*l/
42×associate-*r/
41×add-sqr-sqrt associate-*l*
35×frac-times
34×times-frac
33×*-un-lft-identity
28×add-cube-cbrt
21×unpow-prod-down
16×tan-quot cbrt-undiv
13×pow1
12×associate-*r*
10×cbrt-prod
flip3-+ flip-+
pow-prod-down unswap-sqr sqr-pow
*-commutative add-log-exp
distribute-lft-out
distribute-rgt-in distribute-lft-in div-inv
Counts
4 → 475
Calls
4 calls:
18.0ms
(* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))))
28.0ms
(* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k)))) (tan k))
10.0ms
(* (/ (pow (cbrt t) 3.0) l) (sin k))
38.0ms
(* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k)))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

series1.8s

Counts
4 → 12
Calls
4 calls:
278.0ms
(* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k))))
353.0ms
(* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k)))) (tan k))
232.0ms
(* (/ (pow (cbrt t) 3.0) l) (sin k))
921.0ms
(* (* (* (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) (* (/ (pow (* (cbrt t) (cbrt t)) (/ 3.0 2)) l) (* (/ (pow (cbrt t) 3.0) l) (sin k)))) (tan k)) (+ (+ 1.0 (pow (/ k t) 2.0)) 1.0))

simplify122.0ms

Algorithm
egg-herbie
Counts
487 → 487
Iterations

Useful iterations: 1 (34.0ms)

IterNodesCost
0177810880
150019316

prune831.0ms

Filtered
487 candidates to 146 candidates (30.0%)
Pruning

21 alts after pruning (21 fresh and 0 done)

PrunedKeptTotal
New4825487
Fresh41620
Picked101
Done000
Total48721508

Merged error: 8.5b

Counts
508 → 21

regimes443.0ms

Accuracy

19.9% (7.7b remaining)

Error of 16.2b against oracle of 8.5b and baseline of 18.1b

bsearch516.0ms

Steps
ItersRangePoint
8
8.243916699368281e-132
6.168220656389322e-129
2.993311572229127e-130
8
-1.2554803998962503e-211
-2.3808337526894495e-216
-3.2204260688869917e-213
5
-8.4755032599275e-05
-3.259644465192169e-05
-3.322611105462038e-05
6
-2.9261095840986933e+132
-1.9716128045301635e+131
-6.371367863655128e+131

simplify3.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0101153
1101153

end0.0ms

sample3.8s

Algorithm
intervals
Results
1.5s2072×body1280valid
918.0ms1789×body640valid
690.0ms5862×body80valid
313.0ms869×body320valid
99.0ms378×body160valid

Profiling

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