Details

Time bar (total: 13.0s)

sample30.0ms

Algorithm
intervals
Results
11.0ms348×body80valid

simplify2.6s

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

prune18.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.1b

localize12.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* (/ x y) (- z t)) t)
6.5b
(* (/ x y) (- z t))

rewrite51.0ms

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:
23.0ms
(+ (* (/ x y) (- z t)) t)
27.0ms
(* (/ x y) (- z t))

series144.0ms

Counts
2 → 6
Calls
2 calls:
62.0ms
(+ (* (/ x y) (- z t)) t)
82.0ms
(* (/ x y) (- z t))

simplify807.0ms

Counts
63 → 63
Iterations
IterNodes
done5000
21389
1328
0122

prune270.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.5b
(cbrt (- z t))
0.5b
(cbrt (- z t))
1.6b
(* (* (/ x y) (* (cbrt (- z t)) (cbrt (- z t)))) (cbrt (- z t)))
5.1b
(* (/ x y) (* (cbrt (- z t)) (cbrt (- z t))))

rewrite309.0ms

Algorithm
rewrite-expression-head
Rules
136×cbrt-div
98×frac-times
68×flip3-- flip--
50×associate-*r/
37×associate-*l/
34×add-exp-log
24×add-sqr-sqrt
21×*-un-lft-identity add-cbrt-cube
18×pow1
17×prod-exp cbrt-unprod
15×cbrt-prod add-cube-cbrt
14×associate-*l*
10×times-frac
associate-*r* pow-prod-down
cbrt-undiv div-exp add-log-exp
distribute-lft-out-- difference-of-squares
pow1/3 *-commutative unswap-sqr
div-inv
Counts
4 → 164
Calls
4 calls:
6.0ms
(cbrt (- z t))
6.0ms
(cbrt (- z t))
216.0ms
(* (* (/ x y) (* (cbrt (- z t)) (cbrt (- z t)))) (cbrt (- z t)))
63.0ms
(* (/ x y) (* (cbrt (- z t)) (cbrt (- z t))))

series634.0ms

Counts
4 → 12
Calls
4 calls:
193.0ms
(cbrt (- z t))
230.0ms
(cbrt (- z t))
79.0ms
(* (* (/ x y) (* (cbrt (- z t)) (cbrt (- z t)))) (cbrt (- z t)))
132.0ms
(* (/ x y) (* (cbrt (- z t)) (cbrt (- z t))))

simplify1.5s

Counts
176 → 176
Iterations
IterNodes
done5000
22926
1816
0296

prune881.0ms

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
(/ y (- z t))
0.0b
(+ (* (/ 1 1) (/ x (/ y (- z t)))) t)
6.4b
(/ x (/ y (- z t)))

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
103×add-sqr-sqrt *-un-lft-identity
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-+
Counts
3 → 150
Calls
3 calls:
10.0ms
(/ y (- z t))
18.0ms
(+ (* (/ 1 1) (/ x (/ y (- z t)))) t)
14.0ms
(/ x (/ y (- z t)))

series150.0ms

Counts
3 → 9
Calls
3 calls:
37.0ms
(/ y (- z t))
40.0ms
(+ (* (/ 1 1) (/ x (/ y (- z t)))) t)
73.0ms
(/ x (/ y (- z t)))

simplify1.2s

Counts
159 → 159
Iterations
IterNodes
done5001
23040
1639
0247

prune831.0ms

Pruning

5 alts after pruning (2 fresh and 3 done)

Merged error: 0b

localize13.0ms

Local error

Found 3 expressions with local error:

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

rewrite89.0ms

Algorithm
rewrite-expression-head
Rules
42×add-sqr-sqrt
37×*-un-lft-identity
31×times-frac
23×add-cube-cbrt
19×associate-*r*
10×add-cbrt-cube add-exp-log
distribute-lft-out-- difference-of-squares
pow1 associate-/l* add-log-exp
associate-/r* associate-*l*
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv unswap-sqr associate-/l/
+-commutative clear-num sum-log frac-2neg flip3-+ flip3-- div-sub pow-prod-down associate-*r/ *-commutative flip-+ flip--
Counts
3 → 87
Calls
3 calls:
19.0ms
(/ (- z t) y)
23.0ms
(+ (* x (/ (- z t) y)) t)
44.0ms
(* x (/ (- z t) y))

series182.0ms

Counts
3 → 9
Calls
3 calls:
53.0ms
(/ (- z t) y)
62.0ms
(+ (* x (/ (- z t) y)) t)
67.0ms
(* x (/ (- z t) y))

simplify857.0ms

Counts
96 → 96
Iterations
IterNodes
done5000
21557
1365
0139

prune459.0ms

Pruning

5 alts after pruning (1 fresh and 4 done)

Merged error: 0b

regimes611.0ms

Accuracy

12.6% (1.8b remaining)

Error of 1.8b against oracle of 0.0b and baseline of 2.1b

bsearch113.0ms

Steps
ItersRangePoint
8
3.485276264119076e-155
9.411634535372363e-153
3.038275486400103e-154
10
-1.0780386787535981e-167
-1.2683548840946811e-179
-2.4293424807401407e-176

simplify7.0ms

Iterations
IterNodes
done31
231
129
020

end0.0ms

sample1.2s

Algorithm
intervals
Results
602.0ms10632×body80valid