Details

Time bar (total: 1.7m)

sample1.0s

Algorithm
intervals
Results
301.0ms78×body2560valid
277.0ms42×body5120valid
234.0ms131×body1280valid
89.0ms78×body640valid
24.0ms31×body320valid
16.0ms77×body80valid
12.0ms22×body160valid

simplify834.0ms

Counts
1 → 1
Iterations
IterNodes
done5001
3832
2147
144
019

prune17.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 39.5b

localize37.0ms

Local error

Found 4 expressions with local error:

0.2b
(pow (/ k t) 2.0)
0.3b
(/ 2.0 (/ (pow t 3.0) (/ l (/ (sin k) l))))
15.4b
(/ (pow t 3.0) (/ l (/ (sin k) l)))
29.1b
(/ (/ 2.0 (/ (pow t 3.0) (/ l (/ (sin k) l)))) (* (pow (/ k t) 2.0) (tan k)))

rewrite1.4s

Algorithm
rewrite-expression-head
Rules
12306×times-frac
4664×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
1468×unpow-prod-down
954×associate-/l*
486×sqr-pow
358×associate-/r*
345×add-exp-log
328×div-inv
253×div-exp
93×associate-/r/
72×add-cbrt-cube
46×cbrt-undiv
45×pow-exp
44×prod-exp
33×pow-to-exp
pow1 cbrt-unprod
add-log-exp
pow-unpow clear-num frac-2neg
pow-pow tan-quot associate-*r/ associate-/l/
Counts
4 → 3656
Calls
4 calls:
10.0ms
(pow (/ k t) 2.0)
96.0ms
(/ 2.0 (/ (pow t 3.0) (/ l (/ (sin k) l))))
44.0ms
(/ (pow t 3.0) (/ l (/ (sin k) l)))
347.0ms
(/ (/ 2.0 (/ (pow t 3.0) (/ l (/ (sin k) l)))) (* (pow (/ k t) 2.0) (tan k)))

series1.7s

Counts
4 → 12
Calls
4 calls:
97.0ms
(pow (/ k t) 2.0)
460.0ms
(/ 2.0 (/ (pow t 3.0) (/ l (/ (sin k) l))))
385.0ms
(/ (pow t 3.0) (/ l (/ (sin k) l)))
709.0ms
(/ (/ 2.0 (/ (pow t 3.0) (/ l (/ (sin k) l)))) (* (pow (/ k t) 2.0) (tan k)))

simplify1.9s

Counts
3668 → 3668
Iterations
IterNodes
done5341
05341

prune43.8s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 15.0b

localize49.0ms

Local error

Found 4 expressions with local error:

0.6b
(/ 1 (* (pow t 1.0) (pow k 2.0)))
6.3b
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
6.8b
(* (pow t 1.0) (pow k 2.0))
16.8b
(* (pow (/ 1 (* (pow t 1.0) (pow k 2.0))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

rewrite221.0ms

Algorithm
rewrite-expression-head
Rules
1645×add-exp-log
1122×prod-exp
899×pow-exp
688×div-exp
509×pow-to-exp
140×rec-exp 1-exp
37×add-sqr-sqrt
29×unpow-prod-down
25×add-cbrt-cube
22×times-frac
20×*-un-lft-identity add-cube-cbrt
19×associate-*r*
18×associate-*l*
13×sqr-pow
12×unswap-sqr
associate-/r*
cbrt-unprod
cbrt-undiv
pow1
div-inv associate-/l* add-log-exp
unpow2
clear-num frac-2neg *-commutative
associate-*r/ pow-flip inv-pow
Counts
4 → 600
Calls
4 calls:
16.0ms
(/ 1 (* (pow t 1.0) (pow k 2.0)))
13.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
16.0ms
(* (pow t 1.0) (pow k 2.0))
111.0ms
(* (pow (/ 1 (* (pow t 1.0) (pow k 2.0))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

series2.2s

Counts
4 → 12
Calls
4 calls:
598.0ms
(/ 1 (* (pow t 1.0) (pow k 2.0)))
143.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
472.0ms
(* (pow t 1.0) (pow k 2.0))
1.0s
(* (pow (/ 1 (* (pow t 1.0) (pow k 2.0))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

simplify775.0ms

Counts
612 → 612
Iterations
IterNodes
done5000
11217
0437

prune1.5s

Pruning

25 alts after pruning (24 fresh and 1 done)

Merged error: 12.2b

localize52.0ms

Local error

Found 4 expressions with local error:

0.3b
(pow (sin k) 2)
0.6b
(/ 1 (* (* (pow k (/ 2.0 2)) (pow t 1.0)) (pow k (/ 2.0 2))))
6.3b
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
16.8b
(* (pow (/ 1 (* (* (pow k (/ 2.0 2)) (pow t 1.0)) (pow k (/ 2.0 2)))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

rewrite577.0ms

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×*-un-lft-identity add-cube-cbrt
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
clear-num frac-2neg
pow-pow associate-*r/ *-commutative pow-flip inv-pow
Counts
4 → 1460
Calls
4 calls:
5.0ms
(pow (sin k) 2)
60.0ms
(/ 1 (* (* (pow k (/ 2.0 2)) (pow t 1.0)) (pow k (/ 2.0 2))))
13.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
200.0ms
(* (pow (/ 1 (* (* (pow k (/ 2.0 2)) (pow t 1.0)) (pow k (/ 2.0 2)))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

series1.7s

Counts
4 → 12
Calls
4 calls:
36.0ms
(pow (sin k) 2)
553.0ms
(/ 1 (* (* (pow k (/ 2.0 2)) (pow t 1.0)) (pow k (/ 2.0 2))))
144.0ms
(/ (* (cos k) (pow l 2)) (pow (sin k) 2))
934.0ms
(* (pow (/ 1 (* (* (pow k (/ 2.0 2)) (pow t 1.0)) (pow k (/ 2.0 2)))) 1.0) (/ (* (cos k) (pow l 2)) (pow (sin k) 2)))

simplify964.0ms

Counts
1472 → 1472
Iterations
IterNodes
done5000
11742
0574

prune1.4s

Pruning

27 alts after pruning (27 fresh and 0 done)

Merged error: 10.7b

localize92.0ms

Local error

Found 4 expressions with local error:

0.8b
(/ 1 (* (pow k (/ 2.0 2)) (pow t 1.0)))
6.0b
(/ (* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l)) (pow (sin k) 2))
8.4b
(* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l))
9.3b
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (pow t 1.0))) 1.0) (/ (* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l)) (pow (sin k) 2)))

rewrite1.4s

Algorithm
rewrite-expression-head
Rules
19231×add-exp-log
14163×prod-exp
10781×pow-exp
7888×div-exp
4640×pow-to-exp
2057×rec-exp 1-exp
52×add-cbrt-cube
51×unpow-prod-down
43×times-frac
40×associate-*l*
36×add-sqr-sqrt
31×*-un-lft-identity add-cube-cbrt
24×cbrt-unprod
13×associate-*r*
10×cbrt-undiv
associate-/r* sqr-pow
pow1 div-inv
associate-/l* add-log-exp
unpow2 unswap-sqr
clear-num frac-2neg *-commutative
associate-*r/ pow-flip inv-pow
Counts
4 → 4006
Calls
4 calls:
15.0ms
(/ 1 (* (pow k (/ 2.0 2)) (pow t 1.0)))
74.0ms
(/ (* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l)) (pow (sin k) 2))
79.0ms
(* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l))
265.0ms
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (pow t 1.0))) 1.0) (/ (* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l)) (pow (sin k) 2)))

series2.8s

Counts
4 → 12
Calls
4 calls:
519.0ms
(/ 1 (* (pow k (/ 2.0 2)) (pow t 1.0)))
469.0ms
(/ (* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l)) (pow (sin k) 2))
444.0ms
(* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l))
1.4s
(* (pow (/ 1 (* (pow k (/ 2.0 2)) (pow t 1.0))) 1.0) (/ (* (pow (/ 1 (pow k (/ 2.0 2))) 1.0) (* (* (cos k) l) l)) (pow (sin k) 2)))

simplify2.2s

Counts
4018 → 4018
Iterations
IterNodes
done5000
14575
01318

prune1.7s

Pruning

31 alts after pruning (31 fresh and 0 done)

Merged error: 5.8b

regimes1.7s

Accuracy

18% (6.7b remaining)

Error of 11.5b against oracle of 4.9b and baseline of 13.0b

bsearch3.0ms

simplify9.0ms

Iterations
IterNodes
done65
265
164
049

end0.0ms

sample32.5s

Algorithm
intervals
Results
8.9s2227×body2560valid
8.5s3980×body1280valid
7.8s981×body5120valid
4.4s2551×body640valid
981.0ms1044×body320valid
639.0ms2011×body80valid
284.0ms504×body160valid