Details

Time bar (total: 33.9s)

sample42.0ms

Algorithm
intervals
Results
18.0ms236×body80valid
2.0ms19×body320valid
2.0ms14×body640valid
2.0msbody1280valid
1.0ms14×body160valid

simplify16.7s

Counts
1 → 1
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01113
12013
24513
311113
428813
563313
6118913
7204813
8287213
9339613
10362913
11389913
12418913
done500113

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 28.8b

localize23.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (- y x) (- z t))
4.0b
(+ x (/ (* (- y x) (- z t)) (- a t)))
21.1b
(/ (* (- y x) (- z t)) (- a t))

rewrite127.0ms

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:
50.0ms
(* (- y x) (- z t))
35.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
37.0ms
(/ (* (- y x) (- z t)) (- a t))

series481.0ms

Counts
3 → 9
Calls
3 calls:
46.0ms
(* (- y x) (- z t))
262.0ms
(+ x (/ (* (- y x) (- z t)) (- a t)))
173.0ms
(/ (* (- y x) (- z t)) (- a t))

simplify1.5s

Counts
90 → 90
Iterations

Useful iterations: 2 (442.0ms)

IterNodesCost
01621284
14681213
219911111
done50001111

prune354.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 5.4b

localize24.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
2.6b
(/ (- y x) (/ (- a t) (- z t)))
4.0b
(+ x (/ (- y x) (/ (- a t) (- z t))))

rewrite310.0ms

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:
46.0ms
(/ (- a t) (- z t))
79.0ms
(/ (- y x) (/ (- a t) (- z t)))
144.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

series656.0ms

Counts
3 → 9
Calls
3 calls:
68.0ms
(/ (- a t) (- z t))
302.0ms
(/ (- y x) (/ (- a t) (- z t)))
285.0ms
(+ x (/ (- y x) (/ (- a t) (- z t))))

simplify2.0s

Counts
283 → 283
Iterations

Useful iterations: 2 (823.0ms)

IterNodesCost
03545984
110105625
236495487
done50015487

prune978.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 4.9b

localize21.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- z t) (- a t))
2.4b
(* (- y x) (/ (- z t) (- a t)))
4.0b
(+ x (* (- y x) (/ (- z t) (- a t))))

rewrite138.0ms

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:
23.0ms
(/ (- z t) (- a t))
94.0ms
(* (- y x) (/ (- z t) (- a t)))
15.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

series448.0ms

Counts
3 → 9
Calls
3 calls:
58.0ms
(/ (- z t) (- a t))
168.0ms
(* (- y x) (/ (- z t) (- a t)))
221.0ms
(+ x (* (- y x) (/ (- z t) (- a t))))

simplify1.2s

Counts
128 → 128
Iterations

Useful iterations: 2 (323.0ms)

IterNodesCost
01831813
14721704
217481606
done50011606

prune446.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 4.9b

localize23.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- a t) (- z t))
0.3b
(/ 1 (/ (/ (- a t) (- z t)) (- y x)))
2.6b
(/ (/ (- a t) (- z t)) (- y x))
6.5b
(+ x (/ 1 (/ (/ (- a t) (- z t)) (- y x))))

rewrite571.0ms

Algorithm
rewrite-expression-head
Rules
1933×times-frac
1483×*-un-lft-identity
1480×add-sqr-sqrt
624×add-cube-cbrt
428×distribute-lft-out-- difference-of-squares
171×associate-/r*
65×associate-/r/
39×associate-/l*
34×div-inv
33×flip3-- flip--
32×add-exp-log
20×add-cbrt-cube
19×div-exp
10×cbrt-undiv
add-log-exp
pow1
rec-exp frac-2neg 1-exp div-sub clear-num associate-/l/
distribute-lft-out
+-commutative pow-flip flip3-+ sum-log flip-+ inv-pow
Counts
4 → 946
Calls
4 calls:
31.0ms
(/ (- a t) (- z t))
83.0ms
(/ 1 (/ (/ (- a t) (- z t)) (- y x)))
69.0ms
(/ (/ (- a t) (- z t)) (- y x))
270.0ms
(+ x (/ 1 (/ (/ (- a t) (- z t)) (- y x))))

series1.1s

Counts
4 → 12
Calls
4 calls:
80.0ms
(/ (- a t) (- z t))
475.0ms
(/ 1 (/ (/ (- a t) (- z t)) (- y x)))
268.0ms
(/ (/ (- a t) (- z t)) (- y x))
301.0ms
(+ x (/ 1 (/ (/ (- a t) (- z t)) (- y x))))

simplify2.8s

Counts
958 → 958
Iterations

Useful iterations: done (2.8s)

IterNodesCost
092825047
1227122294
done500020384

prune2.0s

Pruning

12 alts after pruning (10 fresh and 2 done)

Merged error: 4.9b

regimes334.0ms

Accuracy

10.5% (6.5b remaining)

Error of 10.8b against oracle of 4.3b and baseline of 11.6b

bsearch159.0ms

Steps
ItersRangePoint
8
3.3151492280354115e-115
1.2742963028413886e-110
3.5174369309382794e-112
8
-8.95343244323789e-237
-1.779920258003853e-239
-7.490233830340062e-237

simplify7.0ms

Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
03269
13969
done3969

end0.0ms

sample1.4s

Algorithm
intervals
Results
587.0ms7767×body80valid
148.0ms493×body640valid
65.0ms281×body1280valid
51.0ms363×body320valid
31.0ms19×body2560valid
26.0ms273×body160valid