Details

Time bar (total: 14.7s)

sample33.0ms

Algorithm
intervals
Results
13.0ms334×body80valid

simplify2.7s

Counts
1 → 1
Iterations
IterNodes
done5001
104996
91057
8401
7189
6164
5133
496
357
231
114
08

prune13.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize15.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* (/ x y) (- z t)) t)
8.7b
(* (/ x y) (- z t))

rewrite56.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
13×associate-*l*
12×*-un-lft-identity
10×times-frac add-cube-cbrt
add-cbrt-cube add-exp-log
associate-*r*
distribute-rgt-in pow1 associate-+l+ sub-neg distribute-lft-in add-log-exp
frac-times flip3-- prod-exp associate-*r/ cbrt-unprod flip-- unswap-sqr
cbrt-undiv +-commutative sum-log flip3-+ div-exp pow-prod-down associate-*l/ *-commutative flip-+ div-inv distribute-lft-out-- difference-of-squares
Counts
2 → 57
Calls
2 calls:
13.0ms
(+ (* (/ x y) (- z t)) t)
40.0ms
(* (/ x y) (- z t))

series148.0ms

Counts
2 → 6
Calls
2 calls:
72.0ms
(+ (* (/ x y) (- z t)) t)
76.0ms
(* (/ x y) (- z t))

simplify763.0ms

Counts
63 → 63
Iterations
IterNodes
done5000
21389
1328
0122

prune341.0ms

Pruning

6 alts after pruning (6 fresh and 0 done)

Merged error: 0.0b

localize27.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* (/ x y) z) (* (- t) (/ x y)))
0.0b
(+ (+ (* (/ x y) z) (* (- t) (/ x y))) t)
6.1b
(* (/ x y) z)
6.6b
(* (- t) (/ x y))

rewrite101.0ms

Algorithm
rewrite-expression-head
Rules
32×add-sqr-sqrt
24×*-un-lft-identity
23×associate-*l*
22×add-cube-cbrt
20×times-frac
16×associate-*r*
14×add-cbrt-cube add-exp-log
11×add-log-exp
pow1
distribute-lft-neg-out
sum-log prod-exp cbrt-unprod unswap-sqr
distribute-lft-neg-in distribute-rgt-neg-in
cbrt-undiv +-commutative flip3-+ div-exp unsub-neg pow-prod-down associate-*l/ associate-*r/ *-commutative associate-+l- flip-+ div-inv
associate-+l+ neg-mul-1 frac-add distribute-lft-out
Counts
4 → 102
Calls
4 calls:
16.0ms
(+ (* (/ x y) z) (* (- t) (/ x y)))
51.0ms
(+ (+ (* (/ x y) z) (* (- t) (/ x y))) t)
12.0ms
(* (/ x y) z)
15.0ms
(* (- t) (/ x y))

series220.0ms

Counts
4 → 12
Calls
4 calls:
82.0ms
(+ (* (/ x y) z) (* (- t) (/ x y)))
69.0ms
(+ (+ (* (/ x y) z) (* (- t) (/ x y))) t)
38.0ms
(* (/ x y) z)
32.0ms
(* (- t) (/ x y))

simplify1.6s

Counts
114 → 114
Iterations
IterNodes
done5000
22957
1513
0175

prune685.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.0b

localize70.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt y)
0.6b
(cbrt y)
1.6b
(/ (- z t) (/ (cbrt y) x))
4.0b
(* (/ 1 (* (cbrt y) (cbrt y))) (/ (- z t) (/ (cbrt y) x)))

rewrite233.0ms

Algorithm
rewrite-expression-head
Rules
444×times-frac
322×add-sqr-sqrt
291×*-un-lft-identity
197×add-cube-cbrt
115×associate-*r*
108×cbrt-prod
87×add-exp-log
45×distribute-lft-out-- difference-of-squares
36×div-exp
35×add-cbrt-cube
30×prod-exp
22×associate-/r*
18×cbrt-undiv
14×div-inv
12×cbrt-unprod unswap-sqr
associate-*l*
pow1 rec-exp 1-exp
associate-/l*
add-log-exp
pow1/3 associate-/r/ associate-/l/
frac-times clear-num frac-2neg flip3-- div-sub pow-prod-down associate-*l/ associate-*r/ *-commutative flip--
Counts
4 → 353
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
38.0ms
(/ (- z t) (/ (cbrt y) x))
152.0ms
(* (/ 1 (* (cbrt y) (cbrt y))) (/ (- z t) (/ (cbrt y) x)))

series936.0ms

Counts
4 → 12
Calls
4 calls:
274.0ms
(cbrt y)
270.0ms
(cbrt y)
282.0ms
(/ (- z t) (/ (cbrt y) x))
109.0ms
(* (/ 1 (* (cbrt y) (cbrt y))) (/ (- z t) (/ (cbrt y) x)))

simplify910.0ms

Counts
365 → 365
Iterations
IterNodes
done5000
11789
0465

prune1.8s

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.0b

localize34.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (- z t))
0.0b
(+ (* 1 (/ x (/ y (- z t)))) t)
6.1b
(/ x (/ y (- z t)))

rewrite66.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
104×*-un-lft-identity
103×add-sqr-sqrt
71×add-cube-cbrt
26×associate-/r*
16×distribute-lft-out-- difference-of-squares
11×associate-/r/
10×add-cbrt-cube add-exp-log
div-inv associate-/l*
flip3-- flip-- add-log-exp
cbrt-undiv div-exp
pow1
clear-num frac-2neg
+-commutative sum-log flip3-+ flip-+ distribute-lft-out
Counts
3 → 151
Calls
3 calls:
9.0ms
(/ y (- z t))
25.0ms
(+ (* 1 (/ x (/ y (- z t)))) t)
26.0ms
(/ x (/ y (- z t)))

series198.0ms

Counts
3 → 9
Calls
3 calls:
51.0ms
(/ y (- z t))
57.0ms
(+ (* 1 (/ x (/ y (- z t)))) t)
89.0ms
(/ x (/ y (- z t)))

simplify1.3s

Counts
160 → 160
Iterations
IterNodes
done5000
23157
1643
0248

prune780.0ms

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 0b

regimes542.0ms

Accuracy

36.3% (1.4b remaining)

Error of 1.4b against oracle of 0.0b and baseline of 2.1b

bsearch122.0ms

Steps
ItersRangePoint
8
3.6695574381257093e+18
3.1351826760999994e+22
3.728411986898782e+18
10
-9.814816680051276e-32
-7.874910025890794e-42
-4.723193511360802e-34

simplify4.0ms

Iterations
IterNodes
done37
237
135
024

end0.0ms

sample1.1s

Algorithm
intervals
Results
457.0ms10569×body80valid