Details

Time bar (total: 16.9s)

sample42.0ms

Algorithm
intervals
Results
28.0ms270×body80valid

simplify1.4s

Counts
1 → 1
Iterations
IterNodes
done5002
101775
9710
8365
7203
6134
5114
495
365
237
123
014

prune6.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 20.1b

localize36.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ y (* z (- b y)))
0.0b
(* z (- b y))
0.2b
(+ (* x y) (* z (- t a)))
20.1b
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

rewrite96.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt
16×*-un-lft-identity
14×add-cube-cbrt
times-frac
associate-+r+ add-cbrt-cube add-exp-log add-log-exp
distribute-rgt-in pow1 sub-neg distribute-lft-in
associate-*r*
flip3-+ flip-+ insert-posit16
associate-/r* associate-*l* associate-/l*
+-commutative sum-log associate-*r/ associate-/r/ associate-/l/
cbrt-undiv clear-num frac-2neg flip3-- div-exp pow-prod-down prod-exp *-commutative cbrt-unprod div-inv flip-- distribute-lft-out-- difference-of-squares unswap-sqr
Counts
4 → 91
Calls
4 calls:
9.0ms
(+ y (* z (- b y)))
23.0ms
(* z (- b y))
19.0ms
(+ (* x y) (* z (- t a)))
44.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

series525.0ms

Counts
4 → 12
Calls
4 calls:
32.0ms
(+ y (* z (- b y)))
39.0ms
(* z (- b y))
46.0ms
(+ (* x y) (* z (- t a)))
409.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

simplify1.3s

Counts
103 → 103
Iterations
IterNodes
done5002
21201
1373
0150

prune557.0ms

Pruning

12 alts after pruning (12 fresh and 0 done)

Merged error: 19.8b

localize24.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.0b
(* z (- b y))
0.2b
(+ (* x y) (* z (- t a)))
20.1b
(/ (+ (* x y) (* z (- t a))) (+ (* z (- b y)) y))

rewrite83.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
20×*-un-lft-identity
16×add-cube-cbrt
10×add-cbrt-cube associate-*r* add-exp-log
times-frac
pow1
distribute-rgt-in sub-neg distribute-lft-in associate-*l* add-log-exp
associate-+r+ associate-*r/ insert-posit16
associate-/r* flip3-+ flip-+ associate-/l*
flip3-- pow-prod-down prod-exp associate-/r/ *-commutative cbrt-unprod flip-- distribute-lft-out-- difference-of-squares unswap-sqr associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg div-exp div-inv
Counts
4 → 102
Calls
4 calls:
16.0ms
(* z (- t a))
15.0ms
(* z (- b y))
9.0ms
(+ (* x y) (* z (- t a)))
42.0ms
(/ (+ (* x y) (* z (- t a))) (+ (* z (- b y)) y))

series466.0ms

Counts
4 → 12
Calls
4 calls:
51.0ms
(* z (- t a))
40.0ms
(* z (- b y))
48.0ms
(+ (* x y) (* z (- t a)))
327.0ms
(/ (+ (* x y) (* z (- t a))) (+ (* z (- b y)) y))

simplify1.4s

Counts
114 → 114
Iterations
IterNodes
done5002
21300
1423
0173

prune638.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 19.8b

localize35.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- t a))
0.0b
(* (- b y) z)
0.2b
(+ (* x y) (* z (- t a)))
20.1b
(/ (+ (* x y) (* z (- t a))) (+ (* (- b y) z) y))

rewrite104.0ms

Algorithm
rewrite-expression-head
Rules
24×add-sqr-sqrt
20×*-un-lft-identity
16×add-cube-cbrt
10×add-cbrt-cube add-exp-log
times-frac
pow1 associate-*r* associate-*l*
add-log-exp
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in insert-posit16
associate-/r* flip3-+ flip-+ associate-/l*
flip3-- pow-prod-down associate-*l/ prod-exp associate-*r/ associate-/r/ *-commutative cbrt-unprod flip-- distribute-lft-out-- difference-of-squares unswap-sqr associate-/l/
cbrt-undiv +-commutative clear-num sum-log frac-2neg div-exp div-inv
Counts
4 → 98
Calls
4 calls:
21.0ms
(* z (- t a))
16.0ms
(* (- b y) z)
9.0ms
(+ (* x y) (* z (- t a)))
56.0ms
(/ (+ (* x y) (* z (- t a))) (+ (* (- b y) z) y))

series598.0ms

Counts
4 → 12
Calls
4 calls:
54.0ms
(* z (- t a))
39.0ms
(* (- b y) z)
69.0ms
(+ (* x y) (* z (- t a)))
436.0ms
(/ (+ (* x y) (* z (- t a))) (+ (* (- b y) z) y))

simplify1.4s

Counts
110 → 110
Iterations
IterNodes
done5002
21333
1416
0170

prune676.0ms

Pruning

12 alts after pruning (11 fresh and 1 done)

Merged error: 19.8b

localize37.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (- b y) z)
0.2b
(+ (* x y) (* z (- t a)))
0.2b
(/ 1 (/ (+ (* (- b y) z) y) (+ (* x y) (* z (- t a)))))
20.1b
(/ (+ (* (- b y) z) y) (+ (* x y) (* z (- t a))))

rewrite97.0ms

Algorithm
rewrite-expression-head
Rules
90×times-frac
62×add-sqr-sqrt
60×*-un-lft-identity
58×add-cube-cbrt
19×add-exp-log
18×associate-/r*
13×add-cbrt-cube
11×associate-/r/
div-exp
pow1 flip3-+ flip-+
div-inv associate-/l* add-log-exp
associate-*l*
cbrt-undiv associate-+r+ insert-posit16
associate-*r*
distribute-rgt-in rec-exp clear-num sub-neg frac-2neg distribute-lft-in 1-exp associate-*l/ associate-/l/
+-commutative sum-log flip3-- pow-prod-down prod-exp *-commutative cbrt-unprod pow-flip flip-- distribute-lft-out-- inv-pow difference-of-squares unswap-sqr
Counts
4 → 156
Calls
4 calls:
20.0ms
(* (- b y) z)
14.0ms
(+ (* x y) (* z (- t a)))
22.0ms
(/ 1 (/ (+ (* (- b y) z) y) (+ (* x y) (* z (- t a)))))
38.0ms
(/ (+ (* (- b y) z) y) (+ (* x y) (* z (- t a))))

series1.8s

Counts
4 → 12
Calls
4 calls:
42.0ms
(* (- b y) z)
52.0ms
(+ (* x y) (* z (- t a)))
1.5s
(/ 1 (/ (+ (* (- b y) z) y) (+ (* x y) (* z (- t a)))))
196.0ms
(/ (+ (* (- b y) z) y) (+ (* x y) (* z (- t a))))

simplify1.5s

Counts
168 → 168
Iterations
IterNodes
done5012
21869
1635
0247

prune1.1s

Pruning

14 alts after pruning (12 fresh and 2 done)

Merged error: 10.1b

regimes1.2s

Accuracy

21.5% (9.0b remaining)

Error of 19.6b against oracle of 10.6b and baseline of 22.1b

bsearch247.0ms

Steps
ItersRangePoint
10
1.083606830249518e+206
9.510752173198294e+215
1.122440542385563e+206
10
-1.530733730613425e-295
-3.624048073274082e-307
-1.1807804438070255e-295
7
-8.07534813694012e-223
-9.554269064230224e-225
-9.689336201481151e-225
3
-2.1368696347342594e+73
-1.5405045738637924e+73
-2.0995968184298553e+73

simplify5.0ms

Iterations
IterNodes
done34
134
029

end0.0ms

sample1.5s

Algorithm
intervals
Results
1.2s8412×body80valid