Details

Time bar (total: 51.2s)

sample68.0ms

Algorithm
intervals
Results
19.0ms234×body80valid
5.0ms16×body640valid
4.0ms11×body1280valid
3.0ms14×body320valid
1.0msbody160valid
0.0msbody2560valid

simplify5.3s

Counts
1 → 1
Iterations
IterNodes
done5000
61676
5680
4266
3103
243
120
011

prune11.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 25.4b

localize37.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
1.9b
(+ x (/ (* (- y x) (- z t)) (- a t)))
17.6b
(/ (* (- y x) (- z t)) (- a t))

rewrite243.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt *-un-lft-identity
13×flip3-- flip--
10×add-exp-log add-cbrt-cube
frac-times associate-/l/
add-cube-cbrt
pow1 times-frac associate-*r* associate-*l* associate-/r* add-log-exp
associate-*r/ associate-*l/ distribute-lft-out-- difference-of-squares
cbrt-undiv distribute-rgt-in sub-neg distribute-lft-in div-exp prod-exp associate-/r/ cbrt-unprod
+-commutative frac-2neg flip3-+ pow-prod-down clear-num sum-log *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 81
Calls
3 calls:
122.0ms
(* (- y x) (- z t))
41.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
74.0ms
(/ (* (- y x) (- z t)) (- a t))

series1.2s

Counts
3 → 9
Calls
3 calls:
131.0ms
(* (- y x) (- z t))
630.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
389.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify2.8s

Counts
90 → 90
Iterations
IterNodes
done5002
21908
1480
0162

prune1.7s

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 5.1b

localize65.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
1.7b
(/ (- y x) (/ (- a t) (- z t)))
1.9b
(+ x (/ (- y x) (/ (- a t) (- z t))))

rewrite753.0ms

Algorithm
rewrite-expression-head
Rules
330×times-frac
323×*-un-lft-identity
321×add-sqr-sqrt
113×add-cube-cbrt
104×distribute-lft-out-- difference-of-squares
36×associate-/r*
15×associate-/r/
10×add-exp-log add-cbrt-cube associate-/l*
flip3-- flip--
div-inv
add-log-exp
cbrt-undiv div-exp associate-/l/
pow1 div-sub
frac-2neg clear-num
+-commutative associate-+r- flip3-+ sum-log flip-+ distribute-lft-out
Counts
3 → 274
Calls
3 calls:
51.0ms
(/ (- a t) (- z t))
116.0ms
(/ (- y x) (/ (- a t) (- z t)))
384.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

series2.1s

Counts
3 → 9
Calls
3 calls:
219.0ms
(/ (- a t) (- z t))
1.0s
(/ (- y x) (/ (- a t) (- z t)))
837.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

simplify7.1s

Counts
283 → 283
Iterations
IterNodes
done5000
23733
11146
0354

prune2.9s

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 5.1b

localize96.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
1.6b
(* (- y x) (/ (- z t) (- a t)))
1.9b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite439.0ms

Algorithm
rewrite-expression-head
Rules
78×add-sqr-sqrt
73×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
23×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 flip3-- associate-*l* associate-/r* flip-- associate-/l* add-log-exp
associate-/r/
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative frac-2neg flip3-+ div-sub associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 119
Calls
3 calls:
134.0ms
(/ (- z t) (- a t))
148.0ms
(* (- y x) (/ (- z t) (- a t)))
29.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series1.3s

Counts
3 → 9
Calls
3 calls:
267.0ms
(/ (- z t) (- a t))
237.0ms
(* (- y x) (/ (- z t) (- a t)))
816.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify5.9s

Counts
128 → 128
Iterations
IterNodes
done5001
21726
1504
0183

prune2.4s

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 5.1b

localize102.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ t (- a t))
0.0b
(/ z (- a t))
1.6b
(* (- y x) (- (/ z (- a t)) (/ t (- a t))))
1.9b
(+ x (* (- y x) (- (/ z (- a t)) (/ t (- a t)))))

rewrite1.2s

Algorithm
rewrite-expression-head
Rules
72×*-un-lft-identity
64×add-sqr-sqrt
48×times-frac
28×add-cube-cbrt
21×distribute-lft-out--
18×associate-*r*
15×difference-of-squares
12×flip3-- flip--
10×add-exp-log associate-/r* add-cbrt-cube
frac-times associate-/r/
pow1 associate-/l* add-log-exp
associate-*l*
distribute-rgt-in sub-neg associate-+r+ distribute-lft-in associate-*r/ div-inv
distribute-rgt-out-- frac-sub sub-div
cbrt-undiv frac-2neg div-exp associate-*l/ clear-num
+-commutative flip3-+ pow-prod-down prod-exp sum-log *-commutative cbrt-unprod flip-+ unswap-sqr
Counts
4 → 142
Calls
4 calls:
23.0ms
(/ t (- a t))
24.0ms
(/ z (- a t))
736.0ms
(* (- y x) (- (/ z (- a t)) (/ t (- a t))))
356.0ms
(+ x (* (- y x) (- (/ z (- a t)) (/ t (- a t)))))

series1.5s

Counts
4 → 12
Calls
4 calls:
202.0ms
(/ t (- a t))
229.0ms
(/ z (- a t))
420.0ms
(* (- y x) (- (/ z (- a t)) (/ t (- a t))))
636.0ms
(+ x (* (- y x) (- (/ z (- a t)) (/ t (- a t)))))

simplify6.1s

Counts
154 → 154
Iterations
IterNodes
done5008
22406
1622
0242

prune2.1s

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 5.1b

regimes1.9s

Accuracy

11.7% (6.9b remaining)

Error of 10.9b against oracle of 4.0b and baseline of 11.8b

bsearch296.0ms

Steps
ItersRangePoint
9
1.4872881677548498e-274
2.2755194218609991e-268
1.8487957053236215e-271
11
-1.7241454775920471e-236
-1.6320973364984178e-270
-3.5340213447103673e-239

simplify10.0ms

Iterations
IterNodes
done34
134
028

end0.0ms

sample3.5s

Algorithm
intervals
Results
1.5s7812×body80valid
823.0ms403×body320valid
256.0ms474×body640valid
221.0ms291×body1280valid
41.0ms272×body160valid
7.0ms15×body2560valid