Details

Time bar (total: 5.4s)

sample22.0ms

Algorithm
intervals
Results
7.0ms278×body80valid
0.0msbody640valid

simplify48.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0175
1325
2575
31005
41445
51775
62035
72635
83525
94455
106865
119095
129325
139325
done9325

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 12.8b

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(* y (- z t))
0.0b
(+ x (/ (* y (- z t)) (- a t)))
13.4b
(/ (* y (- z t)) (- a t))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt *-un-lft-identity
10×add-exp-log add-cbrt-cube
add-cube-cbrt
pow1 times-frac associate-*r* associate-/r* add-log-exp
associate-*r/
flip3-- associate-*l* flip-- distribute-lft-out-- difference-of-squares
cbrt-undiv distribute-rgt-in sub-neg distribute-lft-in div-exp prod-exp associate-/r/ cbrt-unprod associate-/l/
+-commutative frac-2neg flip3-+ pow-prod-down clear-num sum-log *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 67
Calls
3 calls:
20.0ms
(* y (- z t))
19.0ms
(+ x (/ (* y (- z t)) (- a t)))
25.0ms
(/ (* y (- z t)) (- a t))

series194.0ms

Counts
3 → 9
Calls
3 calls:
36.0ms
(* y (- z t))
87.0ms
(+ x (/ (* y (- z t)) (- a t)))
70.0ms
(/ (* y (- z t)) (- a t))

simplify40.0ms

Counts
76 → 76
Iterations

Useful iterations: 1 (8.0ms)

IterNodesCost
0334381
11437342
25001342
done5001342

prune162.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize12.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (/ y (/ (- a t) (- z t))))
0.0b
(/ (- a t) (- z t))
2.4b
(/ y (/ (- a t) (- z t)))

rewrite119.0ms

Algorithm
rewrite-expression-head
Rules
218×times-frac
197×*-un-lft-identity
195×add-sqr-sqrt
91×add-cube-cbrt
52×distribute-lft-out-- difference-of-squares
36×associate-/r*
11×associate-/r/
10×add-exp-log add-cbrt-cube
associate-/l*
flip3-- flip-- div-inv
add-log-exp
cbrt-undiv div-exp
pow1
frac-2neg clear-num associate-/l/
+-commutative flip3-+ div-sub sum-log flip-+ distribute-lft-out
Counts
3 → 206
Calls
3 calls:
58.0ms
(+ x (/ y (/ (- a t) (- z t))))
21.0ms
(/ (- a t) (- z t))
23.0ms
(/ y (/ (- a t) (- z t)))

series322.0ms

Counts
3 → 9
Calls
3 calls:
121.0ms
(+ x (/ y (/ (- a t) (- z t))))
53.0ms
(/ (- a t) (- z t))
148.0ms
(/ y (/ (- a t) (- z t)))

simplify71.0ms

Counts
215 → 215
Iterations

Useful iterations: 2 (54.0ms)

IterNodesCost
06971888
130511835
250021832
done50021832

prune469.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize9.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (/ y (* (- a t) (/ 1 (- z t)))))
0.0b
(/ 1 (- z t))
0.2b
(* (- a t) (/ 1 (- z t)))
2.4b
(/ y (* (- a t) (/ 1 (- z t))))

rewrite100.0ms

Algorithm
rewrite-expression-head
Rules
49×add-sqr-sqrt
45×*-un-lft-identity
35×times-frac
32×add-exp-log
26×add-cube-cbrt
21×associate-*r*
20×add-cbrt-cube
11×div-exp
10×associate-/r/
prod-exp distribute-lft-out-- difference-of-squares
pow1
cbrt-undiv flip3-- associate-/r* flip-- associate-/l* add-log-exp
associate-*l*
frac-times associate-*l/ cbrt-unprod
rec-exp 1-exp div-inv unswap-sqr
frac-2neg associate-*r/ clear-num un-div-inv
+-commutative pow-flip flip3-+ pow-prod-down sum-log *-commutative flip-+ distribute-lft-out inv-pow
Counts
4 → 134
Calls
4 calls:
17.0ms
(+ x (/ y (* (- a t) (/ 1 (- z t)))))
12.0ms
(/ 1 (- z t))
46.0ms
(* (- a t) (/ 1 (- z t)))
20.0ms
(/ y (* (- a t) (/ 1 (- z t))))

series362.0ms

Counts
4 → 12
Calls
4 calls:
122.0ms
(+ x (/ y (* (- a t) (/ 1 (- z t)))))
35.0ms
(/ 1 (- z t))
54.0ms
(* (- a t) (/ 1 (- z t)))
150.0ms
(/ y (* (- a t) (/ 1 (- z t))))

simplify55.0ms

Counts
146 → 146
Iterations

Useful iterations: 2 (42.0ms)

IterNodesCost
0470830
12078716
25001669
done5001669

prune276.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize11.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (cbrt (/ (- a t) (- z t))) (cbrt (/ (- a t) (- z t))))
3.8b
(cbrt (/ (- a t) (- z t)))
3.8b
(cbrt (/ (- a t) (- z t)))
3.8b
(cbrt (/ (- a t) (- z t)))

rewrite150.0ms

Algorithm
rewrite-expression-head
Rules
333×*-un-lft-identity
277×cbrt-prod
273×add-sqr-sqrt
229×times-frac
106×distribute-lft-out--
93×add-cube-cbrt
78×difference-of-squares
58×swap-sqr
34×associate-*r* associate-*l*
14×associate-/r/
11×pow1
pow1/3 unswap-sqr
cbrt-div flip3-- flip-- div-inv
add-exp-log
add-cbrt-cube add-log-exp
pow-prod-down pow-sqr pow-prod-up
pow2 frac-times pow-plus associate-*r/ associate-*l/ prod-exp *-commutative cbrt-unprod
Counts
4 → 276
Calls
4 calls:
94.0ms
(* (cbrt (/ (- a t) (- z t))) (cbrt (/ (- a t) (- z t))))
12.0ms
(cbrt (/ (- a t) (- z t)))
9.0ms
(cbrt (/ (- a t) (- z t)))
9.0ms
(cbrt (/ (- a t) (- z t)))

series1.2s

Counts
4 → 12
Calls
4 calls:
275.0ms
(* (cbrt (/ (- a t) (- z t))) (cbrt (/ (- a t) (- z t))))
310.0ms
(cbrt (/ (- a t) (- z t)))
310.0ms
(cbrt (/ (- a t) (- z t)))
312.0ms
(cbrt (/ (- a t) (- z t)))

simplify71.0ms

Counts
288 → 288
Iterations

Useful iterations: 2 (43.0ms)

IterNodesCost
05433638
117443570
250013366
done50013366

prune797.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

regimes183.0ms

Accuracy

50.5% (0.7b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 1.4b

bsearch57.0ms

Steps
ItersRangePoint
7
4.800546782383864e-165
5.105946738504773e-163
4.594501379393756e-163
7
-5.2507390764543124e-120
-8.059148992176595e-122
-6.414154112854105e-121

simplify1.0ms

Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03011
13011
done3011

end0.0ms

sample611.0ms

Algorithm
intervals
Results
246.0ms8784×body80valid
0.0msbody640valid