Details

Time bar (total: 12.2s)

sample30.0ms

Algorithm
intervals
Results
20.0ms256×body80valid

simplify8.0ms

Counts
1 → 1
Iterations
IterNodes
done22
222
115
010

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 2.7b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 1.1283791670955126 (exp z))
0.0b
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
0.8b
(- (* 1.1283791670955126 (exp z)) (* x y))
7.8b
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

rewrite81.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt *-un-lft-identity
14×add-cube-cbrt
times-frac
add-cbrt-cube add-log-exp
add-exp-log
pow1
insert-posit16
associate-/r* associate-*r* associate-*l* associate-/l*
flip3-- associate-/r/ flip--
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg flip3-+ diff-log div-exp pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ div-inv distribute-lft-out unswap-sqr
Counts
4 → 75
Calls
4 calls:
8.0ms
(* 1.1283791670955126 (exp z))
44.0ms
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
14.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
14.0ms
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

series272.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(* 1.1283791670955126 (exp z))
62.0ms
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
92.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
89.0ms
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

simplify2.3s

Counts
87 → 87
Iterations
IterNodes
done5001
33520
21045
1347
0145

prune380.0ms

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 0b

localize33.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))))
0.5b
(/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))
0.8b
(- (* 1.1283791670955126 (exp z)) (* x y))
7.2b
(* y (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))))

rewrite109.0ms

Algorithm
rewrite-expression-head
Rules
27×add-sqr-sqrt
21×*-un-lft-identity
20×times-frac add-cube-cbrt
17×add-exp-log
15×associate-*r*
11×add-cbrt-cube
add-log-exp
pow1
div-exp prod-exp associate-/r/ insert-posit16
associate-/r* flip3-- associate-*l* flip-- associate-/l* unswap-sqr
cbrt-undiv rec-exp 1-exp cbrt-unprod div-inv
+-commutative clear-num sum-log sub-neg frac-2neg flip3-+ diff-log pow-prod-down associate-*r/ un-div-inv *-commutative flip-+ pow-flip inv-pow
Counts
4 → 98
Calls
4 calls:
6.0ms
(+ x (* y (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))))
33.0ms
(/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))
11.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
57.0ms
(* y (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))))

series315.0ms

Counts
4 → 12
Calls
4 calls:
56.0ms
(+ x (* y (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))))
75.0ms
(/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))
85.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
99.0ms
(* y (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))))

simplify1.5s

Counts
110 → 110
Iterations
IterNodes
done5000
21601
1438
0170

prune518.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize32.0ms

Local error

Found 4 expressions with local error:

0.0b
(* 1.1283791670955126 (exp z))
0.0b
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
0.8b
(- (* 1.1283791670955126 (exp z)) (* x y))
7.8b
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

rewrite99.0ms

Algorithm
rewrite-expression-head
Rules
16×add-sqr-sqrt *-un-lft-identity
14×add-cube-cbrt
times-frac
add-cbrt-cube add-log-exp
add-exp-log
pow1
insert-posit16
associate-/r* associate-*r* associate-*l* associate-/l*
flip3-- associate-/r/ flip--
cbrt-undiv +-commutative clear-num sum-log sub-neg frac-2neg flip3-+ diff-log div-exp pow-prod-down prod-exp *-commutative cbrt-unprod flip-+ div-inv distribute-lft-out unswap-sqr
Counts
4 → 75
Calls
4 calls:
14.0ms
(* 1.1283791670955126 (exp z))
41.0ms
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
10.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
33.0ms
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

series219.0ms

Counts
4 → 12
Calls
4 calls:
24.0ms
(* 1.1283791670955126 (exp z))
51.0ms
(+ x (/ y (- (* 1.1283791670955126 (exp z)) (* x y))))
62.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
81.0ms
(/ y (- (* 1.1283791670955126 (exp z)) (* x y)))

simplify1.8s

Counts
87 → 87
Iterations
IterNodes
done5001
33520
21045
1347
0145

prune460.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize36.0ms

Local error

Found 4 expressions with local error:

0.8b
(- (* 1.1283791670955126 (exp z)) (* x y))
0.8b
(- (* 1.1283791670955126 (exp z)) (* x y))
7.2b
(* y (cbrt (* (* (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))))))
15.1b
(cbrt (* (* (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))))

rewrite124.0ms

Algorithm
rewrite-expression-head
Rules
20×cbrt-div
16×associate-*r/
12×frac-times associate-*l/
add-sqr-sqrt add-log-exp
pow1 *-un-lft-identity add-exp-log un-div-inv add-cube-cbrt
add-cbrt-cube
associate-*r* insert-posit16
associate-*l*
cbrt-prod sub-neg flip3-- diff-log flip--
pow1/3 pow3 pow-prod-down prod-exp *-commutative rem-cbrt-cube cbrt-unprod unswap-sqr
Counts
4 → 77
Calls
4 calls:
10.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
9.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
11.0ms
(* y (cbrt (* (* (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))))))
94.0ms
(cbrt (* (* (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))))

series366.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
78.0ms
(- (* 1.1283791670955126 (exp z)) (* x y))
108.0ms
(* y (cbrt (* (* (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))))))
105.0ms
(cbrt (* (* (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))) (/ 1 (- (* 1.1283791670955126 (exp z)) (* x y)))))

simplify1.7s

Counts
89 → 89
Iterations
IterNodes
done5002
32696
2926
1302
0131

prune449.0ms

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0b

regimes266.0ms

Accuracy

62.1% (1.1b remaining)

Error of 1.1b against oracle of 0.0b and baseline of 2.8b

bsearch2.0ms

simplify2.0ms

Iterations
IterNodes
done21
121
016

end0.0ms

sample1.0s

Algorithm
intervals
Results
801.0ms8000×body80valid