Details

Time bar (total: 15.0s)

sample41.0ms

Algorithm
intervals
Results
15.0ms269×body80valid

simplify1.9s

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01011
12011
23411
35511
49511
515711
624611
728211
835311
949611
1081811
11230411
done500011

prune2.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 1.6b

localize9.0ms

Local error

Found 2 expressions with local error:

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

rewrite104.0ms

Algorithm
rewrite-expression-head
Rules
75×add-sqr-sqrt
70×*-un-lft-identity
51×times-frac
31×associate-*r*
26×add-cube-cbrt
22×distribute-lft-out-- difference-of-squares
add-exp-log add-cbrt-cube
associate-/r* associate-/l*
pow1 associate-/r/
flip3-- associate-*l* flip--
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv associate-/l/ add-log-exp unswap-sqr
frac-2neg div-sub associate-*r/ pow-prod-down clear-num *-commutative
Counts
2 → 102
Calls
2 calls:
33.0ms
(/ (- z t) (- a t))
67.0ms
(* y (/ (- z t) (- a t)))

series173.0ms

Counts
2 → 6
Calls
2 calls:
76.0ms
(/ (- z t) (- a t))
97.0ms
(* y (/ (- z t) (- a t)))

simplify716.0ms

Counts
108 → 108
Iterations

Useful iterations: 2 (170.0ms)

IterNodesCost
01381319
13741259
215211169
done50001169

prune343.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
0.5b
(/ 1 (/ (- a t) (- z t)))
2.2b
(* y (/ 1 (/ (- a t) (- z t))))

rewrite166.0ms

Algorithm
rewrite-expression-head
Rules
392×times-frac
335×add-sqr-sqrt
323×*-un-lft-identity
157×add-cube-cbrt
98×associate-*r*
82×distribute-lft-out-- difference-of-squares
36×associate-/r*
35×add-exp-log
19×add-cbrt-cube
18×associate-/r/
15×div-exp
10×div-inv
flip3-- flip--
associate-/l*
cbrt-undiv prod-exp
pow1
unswap-sqr
rec-exp 1-exp
associate-*l* cbrt-unprod add-log-exp
frac-2neg clear-num associate-/l/
pow-flip div-sub associate-*r/ pow-prod-down un-div-inv *-commutative inv-pow
Counts
3 → 327
Calls
3 calls:
25.0ms
(/ (- a t) (- z t))
25.0ms
(/ 1 (/ (- a t) (- z t)))
95.0ms
(* y (/ 1 (/ (- a t) (- z t))))

series413.0ms

Counts
3 → 9
Calls
3 calls:
62.0ms
(/ (- a t) (- z t))
157.0ms
(/ 1 (/ (- a t) (- z t)))
194.0ms
(* y (/ 1 (/ (- a t) (- z t))))

simplify590.0ms

Counts
336 → 336
Iterations

Useful iterations: done (578.0ms)

IterNodesCost
03515446
110334549
done50014239

prune897.0ms

Pruning

5 alts after pruning (3 fresh and 2 done)

Merged error: 0b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a t))
0.0b
(* y (- z t))
8.6b
(* (* y (- z t)) (/ 1 (- a t)))

rewrite146.0ms

Algorithm
rewrite-expression-head
Rules
42×add-sqr-sqrt
40×*-un-lft-identity
31×add-exp-log
30×times-frac
26×associate-*r*
24×add-cube-cbrt
19×add-cbrt-cube
13×prod-exp
11×pow1
distribute-lft-out-- difference-of-squares
associate-*r/ cbrt-unprod
div-exp
flip3-- associate-/r* flip--
associate-*l* pow-prod-down associate-/r/
cbrt-undiv rec-exp 1-exp associate-/l* add-log-exp
distribute-rgt-in frac-times sub-neg distribute-lft-in associate-*l/ *-commutative div-inv
pow-flip frac-2neg clear-num un-div-inv inv-pow unswap-sqr
Counts
3 → 117
Calls
3 calls:
19.0ms
(/ 1 (- a t))
32.0ms
(* y (- z t))
91.0ms
(* (* y (- z t)) (/ 1 (- a t)))

series175.0ms

Counts
3 → 9
Calls
3 calls:
55.0ms
(/ 1 (- a t))
42.0ms
(* y (- z t))
78.0ms
(* (* y (- z t)) (/ 1 (- a t)))

simplify3.2s

Counts
126 → 126
Iterations

Useful iterations: 2 (326.0ms)

IterNodesCost
01621373
14561201
230711014
done50001014

prune372.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

localize32.0ms

Local error

Found 4 expressions with local error:

0.1b
(/ 1 (/ (sqrt (- a t)) (- z t)))
0.1b
(* (/ 1 (sqrt (- a t))) (/ 1 (/ (sqrt (- a t)) (- z t))))
0.2b
(/ (sqrt (- a t)) (- z t))
1.2b
(* y (* (/ 1 (sqrt (- a t))) (/ 1 (/ (sqrt (- a t)) (- z t)))))

rewrite439.0ms

Algorithm
rewrite-expression-head
Rules
698×times-frac
605×add-sqr-sqrt
515×*-un-lft-identity
268×add-cube-cbrt
244×sqrt-prod
213×add-exp-log
144×associate-*r*
109×distribute-lft-out-- difference-of-squares
92×div-exp
85×prod-exp
61×add-cbrt-cube
51×associate-/r*
35×unswap-sqr
33×associate-*l*
32×rec-exp 1-exp
22×cbrt-undiv
20×associate-/r/
19×cbrt-unprod
14×pow1
11×div-inv associate-/l*
10×flip3-- flip--
associate-*r/ pow-prod-down
sqrt-div add-log-exp
pow-flip inv-pow
frac-times frac-2neg associate-*l/ clear-num un-div-inv *-commutative associate-/l/
Counts
4 → 588
Calls
4 calls:
33.0ms
(/ 1 (/ (sqrt (- a t)) (- z t)))
165.0ms
(* (/ 1 (sqrt (- a t))) (/ 1 (/ (sqrt (- a t)) (- z t))))
22.0ms
(/ (sqrt (- a t)) (- z t))
175.0ms
(* y (* (/ 1 (sqrt (- a t))) (/ 1 (/ (sqrt (- a t)) (- z t)))))

series1.0s

Counts
4 → 12
Calls
4 calls:
464.0ms
(/ 1 (/ (sqrt (- a t)) (- z t)))
159.0ms
(* (/ 1 (sqrt (- a t))) (/ 1 (/ (sqrt (- a t)) (- z t))))
173.0ms
(/ (sqrt (- a t)) (- z t))
219.0ms
(* y (* (/ 1 (sqrt (- a t))) (/ 1 (/ (sqrt (- a t)) (- z t)))))

simplify1.3s

Counts
600 → 600
Iterations

Useful iterations: done (1.3s)

IterNodesCost
057513068
1194611076
done500110084

prune1.5s

Pruning

5 alts after pruning (1 fresh and 4 done)

Merged error: 0b

regimes243.0ms

Accuracy

41.6% (0.8b remaining)

Error of 0.8b against oracle of 0.0b and baseline of 1.4b

bsearch80.0ms

Steps
ItersRangePoint
5
3.4639301501646947e-99
9.24740580129548e-99
7.263410915894397e-99
8
-8.607335052620534e+67
-1.9345149210569344e+64
-1.9656940792377115e+64

simplify3.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
02545
13445
done3445

end0.0ms

sample1.2s

Algorithm
intervals
Results
507.0ms8679×body80valid