Details

Time bar (total: 15.7s)

sample36.0ms

Algorithm
intervals
Results
15.0ms267×body80valid

simplify806.0ms

Counts
1 → 1
Iterations
IterNodes
done5000
91412
8514
7233
6164
5138
4102
365
237
123
014

prune20.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 22.7b

localize40.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- b y))
0.0b
(+ y (* z (- b y)))
1.0b
(+ (* x y) (* z (- t a)))
22.0b
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

rewrite81.0ms

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-+
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 → 87
Calls
4 calls:
22.0ms
(* z (- b y))
15.0ms
(+ y (* z (- b y)))
7.0ms
(+ (* x y) (* z (- t a)))
35.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

series702.0ms

Counts
4 → 12
Calls
4 calls:
65.0ms
(* z (- b y))
54.0ms
(+ y (* z (- b y)))
66.0ms
(+ (* x y) (* z (- t a)))
517.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* z (- b y))))

simplify750.0ms

Counts
99 → 99
Iterations
IterNodes
done5001
21474
1375
0146

prune566.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 22.1b

localize50.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- b y))
0.6b
(/ 1 (+ (* z (- b y)) y))
1.0b
(+ (* x y) (* z (- t a)))
21.7b
(* (+ (* x y) (* z (- t a))) (/ 1 (+ (* z (- b y)) y)))

rewrite195.0ms

Algorithm
rewrite-expression-head
Rules
33×add-sqr-sqrt
25×*-un-lft-identity
22×add-cube-cbrt
20×times-frac associate-*r*
19×add-exp-log
13×add-cbrt-cube
pow1
associate-*l* add-log-exp
flip3-+ prod-exp flip-+
distribute-rgt-in associate-+r+ sub-neg distribute-lft-in div-exp associate-/r/ unswap-sqr
associate-/r* associate-*r/ cbrt-unprod associate-/l*
frac-times cbrt-undiv rec-exp 1-exp pow-prod-down associate-*l/ *-commutative div-inv
+-commutative clear-num sum-log frac-2neg flip3-- un-div-inv pow-flip flip-- distribute-lft-out-- inv-pow difference-of-squares
Counts
4 → 116
Calls
4 calls:
32.0ms
(* z (- b y))
35.0ms
(/ 1 (+ (* z (- b y)) y))
18.0ms
(+ (* x y) (* z (- t a)))
104.0ms
(* (+ (* x y) (* z (- t a))) (/ 1 (+ (* z (- b y)) y)))

series653.0ms

Counts
4 → 12
Calls
4 calls:
50.0ms
(* z (- b y))
82.0ms
(/ 1 (+ (* z (- b y)) y))
61.0ms
(+ (* x y) (* z (- t a)))
460.0ms
(* (+ (* x y) (* z (- t a))) (/ 1 (+ (* z (- b y)) y)))

simplify1.9s

Counts
128 → 128
Iterations
IterNodes
done5000
22707
1485
0176

prune706.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 22.1b

localize33.0ms

Local error

Found 4 expressions with local error:

0.0b
(* z (- b y))
0.3b
(/ 1 (/ (+ (* z (- b y)) y) (+ (* z (- t a)) (* x y))))
1.0b
(+ (* z (- t a)) (* x y))
22.0b
(/ (+ (* z (- b y)) y) (+ (* z (- t a)) (* x y)))

rewrite138.0ms

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-*r*
distribute-rgt-in cbrt-undiv associate-+l+ sub-neg distribute-lft-in
associate-*l*
rec-exp clear-num frac-2neg 1-exp associate-*r/ 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
(* z (- b y))
49.0ms
(/ 1 (/ (+ (* z (- b y)) y) (+ (* z (- t a)) (* x y))))
11.0ms
(+ (* z (- t a)) (* x y))
48.0ms
(/ (+ (* z (- b y)) y) (+ (* z (- t a)) (* x y)))

series906.0ms

Counts
4 → 12
Calls
4 calls:
58.0ms
(* z (- b y))
631.0ms
(/ 1 (/ (+ (* z (- b y)) y) (+ (* z (- t a)) (* x y))))
59.0ms
(+ (* z (- t a)) (* x y))
158.0ms
(/ (+ (* z (- b y)) y) (+ (* z (- t a)) (* x y)))

simplify1.6s

Counts
168 → 168
Iterations
IterNodes
done5001
23746
1665
0249

prune903.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 16.4b

localize45.0ms

Local error

Found 4 expressions with local error:

16.5b
(cbrt (* z (- b y)))
16.5b
(cbrt (* z (- b y)))
16.5b
(cbrt (* z (- b y)))
22.0b
(/ (+ (* x y) (* z (- t a))) (+ y (* (* (cbrt (* z (- b y))) (cbrt (* z (- b y)))) (cbrt (* z (- b y))))))

rewrite44.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
times-frac
cbrt-div add-cbrt-cube associate-*r/ add-exp-log
pow1 add-log-exp
cbrt-prod associate-/r* flip3-- pow1/3 flip-- associate-/l*
flip3-+ associate-/r/ flip-+ associate-/l/
cbrt-undiv clear-num frac-2neg div-exp div-inv
Counts
4 → 64
Calls
4 calls:
6.0ms
(cbrt (* z (- b y)))
6.0ms
(cbrt (* z (- b y)))
6.0ms
(cbrt (* z (- b y)))
25.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* (* (cbrt (* z (- b y))) (cbrt (* z (- b y)))) (cbrt (* z (- b y))))))

series1.3s

Counts
4 → 12
Calls
4 calls:
214.0ms
(cbrt (* z (- b y)))
224.0ms
(cbrt (* z (- b y)))
230.0ms
(cbrt (* z (- b y)))
655.0ms
(/ (+ (* x y) (* z (- t a))) (+ y (* (* (cbrt (* z (- b y))) (cbrt (* z (- b y)))) (cbrt (* z (- b y))))))

simplify795.0ms

Counts
76 → 76
Iterations
IterNodes
done5001
21100
1320
0129

prune576.0ms

Pruning

9 alts after pruning (7 fresh and 2 done)

Merged error: 16.4b

regimes762.0ms

Accuracy

37% (5.3b remaining)

Error of 20.4b against oracle of 15.1b and baseline of 23.5b

bsearch125.0ms

Steps
ItersRangePoint
8
3.988153498496788e+45
4.479251535464297e+48
3.9584922856662595e+48
6
-1.48985545878022e+244
-9.682329788799394e+242
-9.946154013212847e+242

simplify3.0ms

Iterations
IterNodes
done36
136
025

end0.0ms

sample1.9s

Algorithm
intervals
Results
1.2s8403×body80valid