Details

Time bar (total: 18.2s)

sample74.0ms

Algorithm
intervals
Results
31.0ms255×body80valid
10.0ms21×body640valid
5.0ms13×body320valid
3.0msbody1280valid
1.0msbody160valid

simplify1.6s

Counts
1 → 1
Iterations
IterNodes
done5001
61598
5656
4266
3103
243
120
011

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 23.5b

localize22.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
1.5b
(+ x (/ (* (- y x) (- z t)) (- a t)))
16.6b
(/ (* (- y x) (- z t)) (- a t))

rewrite90.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt *-un-lft-identity
13×flip3-- flip--
10×add-cbrt-cube add-exp-log
frac-times associate-/l/
add-cube-cbrt
pow1 associate-/r* times-frac associate-*r* associate-*l* add-log-exp
associate-*l/ associate-*r/ distribute-lft-out-- difference-of-squares
insert-posit16
distribute-rgt-in cbrt-undiv sub-neg distribute-lft-in div-exp prod-exp associate-/r/ cbrt-unprod
+-commutative clear-num sum-log frac-2neg flip3-+ pow-prod-down *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 84
Calls
3 calls:
48.0ms
(* (- y x) (- z t))
16.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
24.0ms
(/ (* (- y x) (- z t)) (- a t))

series426.0ms

Counts
3 → 9
Calls
3 calls:
46.0ms
(* (- y x) (- z t))
221.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
158.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify1.4s

Counts
93 → 93
Iterations
IterNodes
done5008
21910
1483
0165

prune573.0ms

Pruning

13 alts after pruning (13 fresh and 0 done)

Merged error: 4.4b

localize31.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
1.5b
(+ x (/ (- y x) (/ (- a t) (- z t))))
2.1b
(/ (- y x) (/ (- a t) (- z t)))

rewrite87.0ms

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-cbrt-cube add-exp-log associate-/l*
flip3-- flip--
div-inv
add-log-exp
cbrt-undiv div-exp associate-/l/
pow1 div-sub insert-posit16
clear-num frac-2neg
+-commutative associate-+r- sum-log flip3-+ flip-+ distribute-lft-out
Counts
3 → 277
Calls
3 calls:
17.0ms
(/ (- a t) (- z t))
28.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))
31.0ms
(/ (- y x) (/ (- a t) (- z t)))

series542.0ms

Counts
3 → 9
Calls
3 calls:
71.0ms
(/ (- a t) (- z t))
194.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))
278.0ms
(/ (- y x) (/ (- a t) (- z t)))

simplify2.2s

Counts
286 → 286
Iterations
IterNodes
done5000
23752
11149
0357

prune1.2s

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.4b

localize34.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- a t) (- z t))
1.4b
(/ x (/ (- a t) (- z t)))
1.5b
(- (+ x (/ y (/ (- a t) (- z t)))) (/ x (/ (- a t) (- z t))))
2.1b
(/ y (/ (- a t) (- z t)))

rewrite368.0ms

Algorithm
rewrite-expression-head
Rules
414×times-frac
361×add-sqr-sqrt
357×*-un-lft-identity
168×add-cube-cbrt
95×difference-of-squares
94×distribute-lft-out--
67×associate-/r*
20×associate-/r/
16×add-cbrt-cube add-exp-log
11×flip3-- div-inv flip-- associate-/l*
add-log-exp
cbrt-undiv div-exp
pow1 insert-posit16
clear-num frac-2neg
diff-log frac-sub associate-/l/
sum-log sub-neg flip3-+ div-sub associate--l+ flip-+ distribute-lft-out
Counts
4 → 361
Calls
4 calls:
25.0ms
(/ (- a t) (- z t))
16.0ms
(/ x (/ (- a t) (- z t)))
293.0ms
(- (+ x (/ y (/ (- a t) (- z t)))) (/ x (/ (- a t) (- z t))))
23.0ms
(/ y (/ (- a t) (- z t)))

series714.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(/ (- a t) (- z t))
204.0ms
(/ x (/ (- a t) (- z t)))
232.0ms
(- (+ x (/ y (/ (- a t) (- z t)))) (/ x (/ (- a t) (- z t))))
213.0ms
(/ y (/ (- a t) (- z t)))

simplify2.0s

Counts
373 → 373
Iterations
IterNodes
done5002
24853
11308
0473

prune1.7s

Pruning

13 alts after pruning (12 fresh and 1 done)

Merged error: 4.4b

localize32.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
1.5b
(+ x (* (- y x) (/ (- z t) (- a t))))
2.2b
(* (- y x) (/ (- z t) (- a t)))

rewrite92.0ms

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-cbrt-cube add-exp-log
pow1 associate-/r* flip3-- associate-*l* flip-- associate-/l* add-log-exp
associate-/r/
insert-posit16
frac-times cbrt-undiv div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ div-sub pow-prod-down associate-*r/ *-commutative flip-+
Counts
3 → 122
Calls
3 calls:
25.0ms
(/ (- z t) (- a t))
10.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))
54.0ms
(* (- y x) (/ (- z t) (- a t)))

series433.0ms

Counts
3 → 9
Calls
3 calls:
56.0ms
(/ (- z t) (- a t))
219.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))
158.0ms
(* (- y x) (/ (- z t) (- a t)))

simplify1.4s

Counts
131 → 131
Iterations
IterNodes
done5001
21723
1506
0186

prune557.0ms

Pruning

13 alts after pruning (11 fresh and 2 done)

Merged error: 4.4b

regimes537.0ms

Accuracy

14.6% (6.6b remaining)

Error of 10.9b against oracle of 4.3b and baseline of 12.0b

bsearch134.0ms

Steps
ItersRangePoint
4
1.091109593115981e-157
1.7822550191445485e-157
1.7492318001765757e-157
9
-5.015331337804172e-270
-4.95819347224343e-275
-4.95393039354896e-270

simplify5.0ms

Iterations
IterNodes
done37
137
032

end0.0ms

sample2.0s

Algorithm
intervals
Results
1.2s7726×body80valid
177.0ms517×body640valid
118.0ms410×body320valid
110.0ms291×body1280valid
61.0ms265×body160valid
26.0ms12×body2560valid