Details

Time bar (total: 1.1m)

sample1.2s

Algorithm
intervals
Results
297.0ms33×body5120valid
290.0ms129×body1280valid
274.0ms73×body2560valid
199.0ms87×body640valid
52.0ms67×body80valid
32.0ms28×body320valid
10.0ms14×body160valid

simplify5.0s

Counts
1 → 1
Iterations
IterNodes
47040
31010
2176
149
019

prune17.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 20.3b

localize54.0ms

Local error

Found 4 expressions with local error:

1.6b
(* (/ k t) (* (/ k t) (/ t l)))
2.7b
(/ (/ 2 (* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))) (* (sin k) (tan k)))
12.2b
(* (/ k t) (/ t l))
18.3b
(* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))

rewrite409.0ms

Algorithm
rewrite-expression-head
Rules
810×add-cbrt-cube add-exp-log
384×prod-exp cbrt-unprod
305×cbrt-undiv div-exp
67×associate-*l/
59×times-frac
57×frac-times
41×add-sqr-sqrt
40×associate-*r/
32×pow1
31×associate-/r/
29×*-un-lft-identity add-cube-cbrt
27×associate-*l*
22×associate-/l*
19×pow-prod-down
15×associate-*r*
div-inv
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp unswap-sqr
*-commutative
clear-num associate-/r* frac-2neg tan-quot associate-/l/
Counts
4 → 407
Calls
4 calls:
43.0ms
(* (/ k t) (* (/ k t) (/ t l)))
184.0ms
(/ (/ 2 (* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))) (* (sin k) (tan k)))
14.0ms
(* (/ k t) (/ t l))
138.0ms
(* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))

series398.0ms

Counts
4 → 12
Calls
4 calls:
38.0ms
(* (/ k t) (* (/ k t) (/ t l)))
303.0ms
(/ (/ 2 (* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))) (* (sin k) (tan k)))
15.0ms
(* (/ k t) (/ t l))
41.0ms
(* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))

simplify1.1s

Counts
419 → 419
Iterations
IterNodes
12078
0612

prune2.4s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 4.1b

localize47.0ms

Local error

Found 4 expressions with local error:

2.7b
(/ (/ -2 (* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))) (- (* (sin k) (tan k))))
4.2b
(* (* (* (/ t l) (/ k t)) (/ t l)) t)
12.2b
(* (/ t l) (/ k t))
13.7b
(* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))

rewrite1.1s

Algorithm
rewrite-expression-head
Rules
410×add-cbrt-cube add-exp-log
213×associate-*l/
197×prod-exp cbrt-unprod
184×times-frac
144×cbrt-undiv div-exp
142×frac-times
109×associate-*r/
106×associate-/r/
75×add-sqr-sqrt
63×*-un-lft-identity add-cube-cbrt
29×pow1
27×associate-*l*
23×distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
22×associate-/l*
17×associate-*r* pow-prod-down
11×div-inv
associate-/r*
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp unswap-sqr
*-commutative
clear-num frac-2neg tan-quot distribute-neg-frac associate-/l/
Counts
4 → 419
Calls
4 calls:
520.0ms
(/ (/ -2 (* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))) (- (* (sin k) (tan k))))
144.0ms
(* (* (* (/ t l) (/ k t)) (/ t l)) t)
25.0ms
(* (/ t l) (/ k t))
406.0ms
(* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))

series489.0ms

Counts
4 → 12
Calls
4 calls:
382.0ms
(/ (/ -2 (* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))) (- (* (sin k) (tan k))))
55.0ms
(* (* (* (/ t l) (/ k t)) (/ t l)) t)
11.0ms
(* (/ t l) (/ k t))
41.0ms
(* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))

simplify1.1s

Counts
431 → 431
Iterations
IterNodes
12335
0735

prune2.8s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 3.1b

localize38.0ms

Local error

Found 4 expressions with local error:

2.7b
(/ (/ -2 (* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)) (- (* (sin k) (tan k))))
6.0b
(* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)
10.2b
(* (/ k t) (* (* (/ t l) (/ k t)) (/ t l)))
12.2b
(* (/ t l) (/ k t))

rewrite1.2s

Algorithm
rewrite-expression-head
Rules
466×add-cbrt-cube add-exp-log
224×prod-exp cbrt-unprod
220×associate-*l/
184×times-frac
164×cbrt-undiv div-exp
154×frac-times
119×associate-*r/
106×associate-/r/
75×add-sqr-sqrt
63×*-un-lft-identity add-cube-cbrt
29×pow1
27×associate-*l*
23×distribute-lft-neg-in neg-mul-1 distribute-rgt-neg-in
22×associate-/l*
17×associate-*r* pow-prod-down
11×div-inv
associate-/r*
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp unswap-sqr
*-commutative
clear-num frac-2neg tan-quot distribute-neg-frac associate-/l/
Counts
4 → 445
Calls
4 calls:
558.0ms
(/ (/ -2 (* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)) (- (* (sin k) (tan k))))
469.0ms
(* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)
154.0ms
(* (/ k t) (* (* (/ t l) (/ k t)) (/ t l)))
24.0ms
(* (/ t l) (/ k t))

series411.0ms

Counts
4 → 12
Calls
4 calls:
311.0ms
(/ (/ -2 (* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)) (- (* (sin k) (tan k))))
48.0ms
(* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)
40.0ms
(* (/ k t) (* (* (/ t l) (/ k t)) (/ t l)))
12.0ms
(* (/ t l) (/ k t))

simplify1.1s

Counts
457 → 457
Iterations
IterNodes
12439
0757

prune3.1s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 3.0b

localize55.0ms

Local error

Found 4 expressions with local error:

3.9b
(* (* t (/ k t)) (/ t l))
4.8b
(* (* (/ k t) (* (* t (/ k t)) (/ t l))) t)
8.2b
(* (/ k t) (* (* t (/ k t)) (/ t l)))
12.8b
(* t (/ k t))

rewrite411.0ms

Algorithm
rewrite-expression-head
Rules
176×add-cbrt-cube add-exp-log
95×prod-exp cbrt-unprod
40×cbrt-undiv div-exp
34×pow1
32×add-sqr-sqrt
30×associate-*r*
28×times-frac
27×*-un-lft-identity add-cube-cbrt
22×associate-*r/
20×pow-prod-down
18×associate-*l*
14×associate-*l/
11×frac-times
expm1-log1p-u *-commutative insert-posit16 log1p-expm1-u add-log-exp
div-inv
unswap-sqr
Counts
4 → 196
Calls
4 calls:
47.0ms
(* (* t (/ k t)) (/ t l))
282.0ms
(* (* (/ k t) (* (* t (/ k t)) (/ t l))) t)
66.0ms
(* (/ k t) (* (* t (/ k t)) (/ t l)))
9.0ms
(* t (/ k t))

series117.0ms

Counts
4 → 12
Calls
4 calls:
35.0ms
(* (* t (/ k t)) (/ t l))
39.0ms
(* (* (/ k t) (* (* t (/ k t)) (/ t l))) t)
29.0ms
(* (/ k t) (* (* t (/ k t)) (/ t l)))
13.0ms
(* t (/ k t))

simplify1.6s

Counts
208 → 208
Iterations
IterNodes
24144
1827
0254

prune1.3s

Pruning

19 alts after pruning (18 fresh and 1 done)

Merged error: 0.7b

regimes767.0ms

Accuracy

33.9% (6.7b remaining)

Error of 8.4b against oracle of 1.7b and baseline of 11.8b

bsearch693.0ms

Steps
ItersRangePoint
6
1.2523769154409283e+128
7.9500928371064e+128
6.197353443504037e+128
8
-5.669290374558008e+155
-2.381500784733795e+151
-1.3736813118155453e+154

simplify21.0ms

Iterations
IterNodes
350
250
148
036

end0.0ms

sample40.0s

Algorithm
intervals
Results
11.0s3932×body1280valid
10.5s2267×body2560valid
9.0s1003×body5120valid
5.8s2604×body640valid
1.9s977×body320valid
800.0ms1964×body80valid
402.0ms441×body160valid