Details

Time bar (total: 1.3m)

sample1.1s

Algorithm
intervals
Results
364.0ms138×body1280valid
293.0ms72×body2560valid
229.0ms38×body5120valid
144.0ms73×body640valid
23.0ms25×body320valid
21.0ms62×body80valid
9.0ms13×body160valid

simplify3.8s

Counts
1 → 1
Iterations
IterNodes
47040
31010
2176
149
019

prune16.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 22.9b

localize54.0ms

Local error

Found 4 expressions with local error:

2.5b
(* (/ k t) (* (/ k t) (/ t l)))
3.7b
(/ (/ 2 (* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))) (* (sin k) (tan k)))
16.6b
(* (/ k t) (/ t l))
20.4b
(* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))

rewrite332.0ms

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:
44.0ms
(* (/ k t) (* (/ k t) (/ t l)))
149.0ms
(/ (/ 2 (* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))) (* (sin k) (tan k)))
13.0ms
(* (/ k t) (/ t l))
110.0ms
(* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))

series379.0ms

Counts
4 → 12
Calls
4 calls:
28.0ms
(* (/ k t) (* (/ k t) (/ t l)))
284.0ms
(/ (/ 2 (* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))) (* (sin k) (tan k)))
9.0ms
(* (/ k t) (/ t l))
58.0ms
(* (* (/ k t) (* (/ k t) (/ t l))) (* (/ t l) t))

simplify854.0ms

Counts
419 → 419
Iterations
IterNodes
12078
0612

prune3.8s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 7.6b

localize54.0ms

Local error

Found 4 expressions with local error:

3.2b
(* (* (* (/ t l) (/ k t)) (/ t l)) t)
3.7b
(/ (/ -2 (* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))) (- (* (sin k) (tan k))))
15.6b
(* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))
16.6b
(* (/ t l) (/ k t))

rewrite986.0ms

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:
131.0ms
(* (* (* (/ t l) (/ k t)) (/ t l)) t)
447.0ms
(/ (/ -2 (* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))) (- (* (sin k) (tan k))))
375.0ms
(* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))
22.0ms
(* (/ t l) (/ k t))

series388.0ms

Counts
4 → 12
Calls
4 calls:
46.0ms
(* (* (* (/ t l) (/ k t)) (/ t l)) t)
289.0ms
(/ (/ -2 (* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))) (- (* (sin k) (tan k))))
43.0ms
(* (/ k t) (* (* (* (/ t l) (/ k t)) (/ t l)) t))
10.0ms
(* (/ t l) (/ k t))

simplify1.0s

Counts
431 → 431
Iterations
IterNodes
12305
0735

prune5.4s

Pruning

21 alts after pruning (21 fresh and 0 done)

Merged error: 6.8b

localize46.0ms

Local error

Found 4 expressions with local error:

3.7b
(/ (/ -2 (* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)) (- (* (sin k) (tan k))))
5.2b
(* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)
11.8b
(* (/ k t) (* (* (/ t l) (/ k t)) (/ t l)))
16.6b
(* (/ t l) (/ k t))

rewrite1.0s

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:
435.0ms
(/ (/ -2 (* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)) (- (* (sin k) (tan k))))
432.0ms
(* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)
112.0ms
(* (/ k t) (* (* (/ t l) (/ k t)) (/ t l)))
25.0ms
(* (/ t l) (/ k t))

series405.0ms

Counts
4 → 12
Calls
4 calls:
310.0ms
(/ (/ -2 (* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)) (- (* (sin k) (tan k))))
44.0ms
(* (* (/ k t) (* (* (/ t l) (/ k t)) (/ t l))) t)
36.0ms
(* (/ k t) (* (* (/ t l) (/ k t)) (/ t l)))
15.0ms
(* (/ t l) (/ k t))

simplify1.2s

Counts
457 → 457
Iterations
IterNodes
12439
0757

prune5.3s

Pruning

19 alts after pruning (19 fresh and 0 done)

Merged error: 4.6b

localize78.0ms

Local error

Found 4 expressions with local error:

5.0b
(* (* (/ k t) (* (* t (/ k t)) (/ t l))) t)
7.3b
(* (* t (/ k t)) (/ t l))
11.0b
(* (/ k t) (* (* t (/ k t)) (/ t l)))
17.1b
(* t (/ k t))

rewrite572.0ms

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:
360.0ms
(* (* (/ k t) (* (* t (/ k t)) (/ t l))) t)
48.0ms
(* (* t (/ k t)) (/ t l))
138.0ms
(* (/ k t) (* (* t (/ k t)) (/ t l)))
19.0ms
(* t (/ k t))

series99.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(* (* (/ k t) (* (* t (/ k t)) (/ t l))) t)
29.0ms
(* (* t (/ k t)) (/ t l))
25.0ms
(* (/ k t) (* (* t (/ k t)) (/ t l)))
12.0ms
(* t (/ k t))

simplify1.4s

Counts
208 → 208
Iterations
IterNodes
24104
1814
0254

prune2.3s

Pruning

20 alts after pruning (20 fresh and 0 done)

Merged error: 0.1b

regimes848.0ms

Accuracy

38.9% (7.7b remaining)

Error of 8.3b against oracle of 0.6b and baseline of 13.2b

bsearch5.7s

Steps
ItersRangePoint
8
1.2234617822118437e+154
1.370533576943268e+157
1.345868103112779e+154
10
9.548168452820551e-126
1.7440818252589838e-114
9.656245993958174e-126
11
-1.153748007857917e-150
-2.651839798771005e-184
-1.032730037883888e-155
6
-3.1052449549440762e+165
-3.317280593596939e+164
-3.375675962257107e+164
9
-2.3708219427071944e+231
-1.4553981297797342e+225
-2.3396485923337978e+231
7
-2.1188631298695133e+249
-3.8509570454353717e+247
-4.041273932463307e+247

simplify25.0ms

Iterations
IterNodes
3100
2100
198
073

end0.0ms

sample40.1s

Algorithm
intervals
Results
12.4s4119×body1280valid
9.9s2208×body2560valid
8.8s962×body5120valid
5.8s2433×body640valid
1.3s978×body320valid
930.0ms2077×body80valid
448.0ms455×body160valid