Details

Time bar (total: 45.6s)

sample49.0ms

Algorithm
intervals
Results
18.0ms359×body80valid

simplify9.0s

Counts
1 → 1
Iterations
IterNodes
done5001
584953
574862
564757
554663
544559
534468
524357
514268
504164
494071
483966
473877
463771
453680
443575
433481
423377
413286
403175
393086
382982
372889
362784
352695
342589
332498
322393
312299
302195
292104
281993
271904
261800
251707
241602
231513
221407
211316
201211
191117
181005
17925
16789
15625
14465
13385
12344
11307
10277
9257
8228
7201
6182
5138
495
367
248
124
011

prune12.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 3.9b

localize69.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- x (/ y (* z 3.0))) (/ t (* (* z 3.0) y)))
0.2b
(* (* z 3.0) y)
0.2b
(/ y (* z 3.0))
6.2b
(/ t (* (* z 3.0) y))

rewrite349.0ms

Algorithm
rewrite-expression-head
Rules
30×*-un-lft-identity
25×add-sqr-sqrt
23×associate-+l+ add-cbrt-cube add-exp-log add-cube-cbrt
21×prod-diff
15×times-frac
pow1 add-log-exp
prod-exp cbrt-unprod
associate-/l*
cbrt-undiv fma-def div-exp div-inv
expm1-log1p-u insert-posit16 log1p-expm1-u
associate-*r* pow-prod-down
clear-num associate-/r* sum-log frac-2neg frac-add distribute-lft-out distribute-lft-out--
+-commutative sub-neg flip3-+ flip3-- diff-log associate-*l* *-commutative associate-+l- flip-+ flip-- difference-of-squares
Counts
4 → 119
Calls
4 calls:
250.0ms
(+ (- x (/ y (* z 3.0))) (/ t (* (* z 3.0) y)))
45.0ms
(* (* z 3.0) y)
17.0ms
(/ y (* z 3.0))
25.0ms
(/ t (* (* z 3.0) y))

series372.0ms

Counts
4 → 12
Calls
4 calls:
204.0ms
(+ (- x (/ y (* z 3.0))) (/ t (* (* z 3.0) y)))
53.0ms
(* (* z 3.0) y)
42.0ms
(/ y (* z 3.0))
72.0ms
(/ t (* (* z 3.0) y))

simplify3.9s

Counts
131 → 131
Iterations
IterNodes
done5062
22050
1512
0188

prune2.1s

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.0b

localize47.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- x (/ y (* z 3.0))) (/ (/ t (* z 3.0)) y))
0.2b
(/ y (* z 3.0))
0.2b
(/ t (* z 3.0))
3.6b
(/ (/ t (* z 3.0)) y)

rewrite332.0ms

Algorithm
rewrite-expression-head
Rules
48×times-frac
45×*-un-lft-identity
40×add-sqr-sqrt
38×add-cube-cbrt
23×associate-+l+ add-cbrt-cube add-exp-log
21×prod-diff
13×associate-/l*
10×div-inv
cbrt-undiv div-exp add-log-exp
associate-/r* fma-def
expm1-log1p-u pow1 insert-posit16 log1p-expm1-u
clear-num frac-2neg prod-exp cbrt-unprod
sum-log frac-add distribute-lft-out distribute-lft-out--
+-commutative sub-neg flip3-+ flip3-- diff-log associate-+l- flip-+ flip-- difference-of-squares associate-/l/
Counts
4 → 147
Calls
4 calls:
236.0ms
(+ (- x (/ y (* z 3.0))) (/ (/ t (* z 3.0)) y))
29.0ms
(/ y (* z 3.0))
21.0ms
(/ t (* z 3.0))
25.0ms
(/ (/ t (* z 3.0)) y)

series299.0ms

Counts
4 → 12
Calls
4 calls:
163.0ms
(+ (- x (/ y (* z 3.0))) (/ (/ t (* z 3.0)) y))
38.0ms
(/ y (* z 3.0))
40.0ms
(/ t (* z 3.0))
57.0ms
(/ (/ t (* z 3.0)) y)

simplify3.7s

Counts
159 → 159
Iterations
IterNodes
done5011
22092
1598
0234

prune2.5s

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0b

localize55.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- x (/ y (* z 3.0))) (* (/ t (* z 3.0)) (/ 1 y)))
0.2b
(/ y (* z 3.0))
0.2b
(/ t (* z 3.0))
3.6b
(* (/ t (* z 3.0)) (/ 1 y))

rewrite289.0ms

Algorithm
rewrite-expression-head
Rules
53×add-exp-log
40×add-sqr-sqrt
35×add-cbrt-cube
34×*-un-lft-identity
31×add-cube-cbrt
29×times-frac
23×associate-+l+
21×prod-diff
18×div-exp prod-exp
13×associate-*r*
11×cbrt-undiv
10×cbrt-unprod
add-log-exp
frac-add
associate-*l* div-inv
pow1 associate-/l*
fma-def
expm1-log1p-u flip3-- insert-posit16 log1p-expm1-u flip--
frac-times rec-exp 1-exp associate-*l/ associate-*r/ un-div-inv unswap-sqr
clear-num associate-/r* sum-log frac-2neg
+-commutative sub-neg flip3-+ diff-log pow-prod-down *-commutative associate-+l- flip-+ distribute-lft-out-- difference-of-squares
Counts
4 → 157
Calls
4 calls:
165.0ms
(+ (- x (/ y (* z 3.0))) (* (/ t (* z 3.0)) (/ 1 y)))
20.0ms
(/ y (* z 3.0))
15.0ms
(/ t (* z 3.0))
63.0ms
(* (/ t (* z 3.0)) (/ 1 y))

series331.0ms

Counts
4 → 12
Calls
4 calls:
184.0ms
(+ (- x (/ y (* z 3.0))) (* (/ t (* z 3.0)) (/ 1 y)))
52.0ms
(/ y (* z 3.0))
34.0ms
(/ t (* z 3.0))
61.0ms
(* (/ t (* z 3.0)) (/ 1 y))

simplify5.1s

Counts
169 → 169
Iterations
IterNodes
done5144
23057
1766
0265

prune2.4s

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0b

localize61.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (- x (/ y (* z 3.0))) (* (/ (/ t z) 3.0) (/ 1 y)))
0.2b
(/ y (* z 3.0))
0.2b
(/ (/ t z) 3.0)
3.6b
(* (/ (/ t z) 3.0) (/ 1 y))

rewrite379.0ms

Algorithm
rewrite-expression-head
Rules
177×times-frac
136×add-sqr-sqrt
109×*-un-lft-identity
104×add-cube-cbrt
53×add-exp-log
43×associate-*l*
35×add-cbrt-cube
23×associate-+l+ div-exp
21×prod-diff
16×associate-/l*
14×cbrt-undiv div-inv
13×associate-*r* prod-exp
add-log-exp unswap-sqr
frac-add
cbrt-unprod
pow1
fma-def
expm1-log1p-u associate-/r* flip3-- insert-posit16 log1p-expm1-u flip--
frac-times rec-exp 1-exp associate-*l/ associate-*r/ un-div-inv
clear-num sum-log frac-2neg
+-commutative sub-neg flip3-+ diff-log pow-prod-down *-commutative associate-+l- flip-+ distribute-lft-out-- difference-of-squares associate-/l/
Counts
4 → 248
Calls
4 calls:
189.0ms
(+ (- x (/ y (* z 3.0))) (* (/ (/ t z) 3.0) (/ 1 y)))
15.0ms
(/ y (* z 3.0))
15.0ms
(/ (/ t z) 3.0)
108.0ms
(* (/ (/ t z) 3.0) (/ 1 y))

series289.0ms

Counts
4 → 12
Calls
4 calls:
153.0ms
(+ (- x (/ y (* z 3.0))) (* (/ (/ t z) 3.0) (/ 1 y)))
37.0ms
(/ y (* z 3.0))
26.0ms
(/ (/ t z) 3.0)
73.0ms
(* (/ (/ t z) 3.0) (/ 1 y))

simplify6.9s

Counts
260 → 260
Iterations
IterNodes
done5002
24514
11203
0412

prune4.2s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

regimes1.1s

Accuracy

70.4% (0.5b remaining)

Error of 0.6b against oracle of 0.0b and baseline of 1.8b

bsearch181.0ms

Steps
ItersRangePoint
5
1.5803814198611752e+21
4.366604794392817e+21
2.750296502407607e+21
10
-2.676814349120655e-27
-2.899505988666841e-37
-1.7325840866060487e-30

simplify25.0ms

Iterations
IterNodes
done40
240
138
032

end0.0ms

sample1.6s

Algorithm
intervals
Results
864.0ms11127×body80valid