Details

Time bar (total: 9.0s)

sample34.0ms

Algorithm
intervals
Results
11.0ms281×body80valid

simplify528.0ms

Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
01011
12011
23311
35311
48511
511511
614311
716111
818611
922011
1028611
1137511
1242111
1349911
1452111
done52111

prune4.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 1.8b

Counts
2 → 1

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (* y (/ (- z t) (- a t))))
0.0b
(/ (- z t) (- a t))
2.5b
(* y (/ (- z t) (- a t)))

rewrite35.0ms

Algorithm
rewrite-expression-head
Rules
76×add-sqr-sqrt
71×*-un-lft-identity
51×times-frac
31×associate-*r*
27×add-cube-cbrt
22×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 associate-/r* associate-/l* add-log-exp
associate-/r/
flip3-- associate-*l* flip--
cbrt-undiv div-exp 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 → 113
Calls
3 calls:
3.0ms
(+ x (* y (/ (- z t) (- a t))))
9.0ms
(/ (- z t) (- a t))
18.0ms
(* y (/ (- z t) (- a t)))

series56.0ms

Counts
3 → 9
Calls
3 calls:
29.0ms
(+ x (* y (/ (- z t) (- a t))))
10.0ms
(/ (- z t) (- a t))
17.0ms
(* y (/ (- z t) (- a t)))

simplify1.6s

Counts
122 → 122
Iterations

Useful iterations: done (1.6s)

IterNodesCost
01621555
14221454
211231368
336101368
done50001366

prune140.0ms

Filtered
85 candidates to 122 candidates (-43.5%)
Pruning

6 alts after pruning (6 fresh and 0 done)

PrunedKeptTotal
New1166122
Fresh000
Picked101
Done000
Total1176123

Merged error: 0b

Counts
123 → 6

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y (* (- z t) (/ 1 (- a t)))))
0.0b
(/ 1 (- a t))
0.2b
(* (- z t) (/ 1 (- a t)))
2.5b
(* y (* (- z t) (/ 1 (- a t))))

rewrite45.0ms

Algorithm
rewrite-expression-head
Rules
48×add-sqr-sqrt
42×*-un-lft-identity
32×add-exp-log times-frac
25×add-cube-cbrt
22×associate-*r*
20×add-cbrt-cube
13×prod-exp
12×pow1
associate-*r/ associate-*l* distribute-lft-out-- difference-of-squares
cbrt-unprod
flip3-- div-exp flip-- add-log-exp
associate-/r*
frac-times pow-prod-down associate-*l/ associate-/r/
cbrt-undiv rec-exp 1-exp associate-/l* unswap-sqr
un-div-inv *-commutative div-inv
+-commutative pow-flip frac-2neg flip3-+ clear-num sum-log flip-+ inv-pow
Counts
4 → 130
Calls
4 calls:
4.0ms
(+ x (* y (* (- z t) (/ 1 (- a t)))))
6.0ms
(/ 1 (- a t))
17.0ms
(* (- z t) (/ 1 (- a t)))
13.0ms
(* y (* (- z t) (/ 1 (- a t))))

series62.0ms

Counts
4 → 12
Calls
4 calls:
29.0ms
(+ x (* y (* (- z t) (/ 1 (- a t)))))
5.0ms
(/ 1 (- a t))
10.0ms
(* (- z t) (/ 1 (- a t)))
18.0ms
(* y (* (- z t) (/ 1 (- a t))))

simplify960.0ms

Counts
142 → 142
Iterations

Useful iterations: 2 (164.0ms)

IterNodesCost
01821728
14541392
213451228
done50011228

prune124.0ms

Filtered
85 candidates to 142 candidates (-67.1%)
Pruning

6 alts after pruning (5 fresh and 1 done)

PrunedKeptTotal
New1420142
Fresh055
Picked011
Done000
Total1426148

Merged error: 0b

Counts
148 → 6

localize14.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (cbrt (/ (- z t) (- a t))) (cbrt (/ (- z t) (- a t))))
3.7b
(cbrt (/ (- z t) (- a t)))
3.7b
(cbrt (/ (- z t) (- a t)))
3.7b
(cbrt (/ (- z t) (- a t)))

rewrite87.0ms

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:
37.0ms
(* (cbrt (/ (- z t) (- a t))) (cbrt (/ (- z t) (- a t))))
8.0ms
(cbrt (/ (- z t) (- a t)))
8.0ms
(cbrt (/ (- z t) (- a t)))
8.0ms
(cbrt (/ (- z t) (- a t)))

series283.0ms

Counts
4 → 12
Calls
4 calls:
87.0ms
(* (cbrt (/ (- z t) (- a t))) (cbrt (/ (- z t) (- a t))))
66.0ms
(cbrt (/ (- z t) (- a t)))
67.0ms
(cbrt (/ (- z t) (- a t)))
63.0ms
(cbrt (/ (- z t) (- a t)))

simplify2.2s

Counts
288 → 288
Iterations

Useful iterations: done (2.1s)

IterNodesCost
02966474
15496067
214375934
338905619
done50005617

prune252.0ms

Filtered
176 candidates to 288 candidates (-63.6%)
Pruning

6 alts after pruning (4 fresh and 2 done)

PrunedKeptTotal
New2880288
Fresh044
Picked011
Done011
Total2886294

Merged error: 0b

Counts
294 → 6

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (pow (* (- z t) (/ y (- a t))) 1))
0.0b
(/ y (- a t))
10.0b
(* (- z t) (/ y (- a t)))

rewrite27.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
41×*-un-lft-identity
31×times-frac
23×add-cube-cbrt
21×associate-*r*
10×add-exp-log add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1 associate-*l* associate-/r* add-log-exp
flip3-- associate-/r/ flip--
associate-/l*
cbrt-undiv frac-times div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr
+-commutative frac-2neg flip3-+ associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+ distribute-lft-out
Counts
3 → 95
Calls
3 calls:
4.0ms
(+ x (pow (* (- z t) (/ y (- a t))) 1))
6.0ms
(/ y (- a t))
14.0ms
(* (- z t) (/ y (- a t)))

series54.0ms

Counts
3 → 9
Calls
3 calls:
29.0ms
(+ x (pow (* (- z t) (/ y (- a t))) 1))
7.0ms
(/ y (- a t))
17.0ms
(* (- z t) (/ y (- a t)))

simplify898.0ms

Counts
104 → 104
Iterations

Useful iterations: 2 (187.0ms)

IterNodesCost
01571262
13701141
213361063
done50021063

prune108.0ms

Filtered
77 candidates to 104 candidates (-35.1%)
Pruning

6 alts after pruning (3 fresh and 3 done)

PrunedKeptTotal
New1040104
Fresh033
Picked011
Done022
Total1046110

Merged error: 0b

Counts
110 → 6

regimes460.0ms

Accuracy

43.9% (0.8b remaining)

Error of 0.8b against oracle of 0.0b and baseline of 1.5b

bsearch18.0ms

Steps
ItersRangePoint
2
5.691295351696058e-12
6.447125064489246e-12
6.1636889221918e-12
5
-2.0905344850362395e-22
-6.092576105087712e-23
-2.060365571784887e-22

simplify3.0ms

Iterations

Useful iterations: 1 (2.0ms)

IterNodesCost
02545
13443
done3443

end0.0ms

sample1.0s

Algorithm
intervals
Results
335.0ms8728×body80valid
0.0msbody1280valid
0.0msbody320valid

Profiling

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