Details

Time bar (total: 13.9s)

sample37.0ms

Algorithm
intervals
Results
16.0ms277×body80valid

simplify82.0ms

Counts
1 → 1
Iterations
IterNodes
done117
6117
5112
488
359
237
121
09

prune9.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 4.4b

localize11.0ms

Local error

Found 2 expressions with local error:

2.7b
(* y (+ 1.0 (* z z)))
4.6b
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))

rewrite42.0ms

Algorithm
rewrite-expression-head
Rules
31×times-frac
20×add-sqr-sqrt
18×*-un-lft-identity add-cube-cbrt
16×add-cbrt-cube add-exp-log
13×associate-/l*
cbrt-undiv div-exp
pow1 associate-*r/
associate-*r* associate-*l* prod-exp cbrt-unprod div-inv
flip3-+ associate-/r/ flip-+ add-log-exp
distribute-rgt-in clear-num associate-/r* frac-2neg distribute-lft-in pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
2 → 70
Calls
2 calls:
23.0ms
(* y (+ 1.0 (* z z)))
17.0ms
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))

series187.0ms

Counts
2 → 6
Calls
2 calls:
100.0ms
(* y (+ 1.0 (* z z)))
86.0ms
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))

simplify950.0ms

Counts
76 → 76
Iterations
IterNodes
done5002
22178
1436
0156

prune456.0ms

Pruning

7 alts after pruning (7 fresh and 0 done)

Merged error: 2.4b

localize27.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* y 1.0) (* (* y z) z))
0.1b
(* (* y z) z)
4.6b
(/ (/ 1.0 x) (+ (* y 1.0) (* (* y z) z)))

rewrite40.0ms

Algorithm
rewrite-expression-head
Rules
75×times-frac
46×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
13×add-cbrt-cube add-exp-log associate-/l*
pow1
div-inv add-log-exp
cbrt-undiv associate-/r* div-exp associate-*r* pow-prod-down prod-exp cbrt-unprod
flip3-+ associate-/r/ flip-+
+-commutative clear-num sum-log frac-2neg associate-*l* *-commutative associate-/l/
Counts
3 → 101
Calls
3 calls:
6.0ms
(+ (* y 1.0) (* (* y z) z))
13.0ms
(* (* y z) z)
17.0ms
(/ (/ 1.0 x) (+ (* y 1.0) (* (* y z) z)))

series242.0ms

Counts
3 → 9
Calls
3 calls:
85.0ms
(+ (* y 1.0) (* (* y z) z))
43.0ms
(* (* y z) z)
114.0ms
(/ (/ 1.0 x) (+ (* y 1.0) (* (* y z) z)))

simplify2.0s

Counts
110 → 110
Iterations
IterNodes
done5001
22660
1546
0210

prune625.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0.0b

localize14.0ms

Local error

Found 3 expressions with local error:

0.4b
(/ (/ 1 1) (* (/ (* y (+ 1.0 (* z z))) 1.0) x))
2.7b
(* y (+ 1.0 (* z z)))
4.5b
(* (/ (* y (+ 1.0 (* z z))) 1.0) x)

rewrite88.0ms

Algorithm
rewrite-expression-head
Rules
108×add-exp-log
60×div-exp
46×add-cbrt-cube
34×times-frac
33×prod-exp
26×add-sqr-sqrt
22×*-un-lft-identity add-cube-cbrt
20×1-exp
18×cbrt-undiv
13×cbrt-unprod associate-/l*
10×associate-*l*
rec-exp
pow1
associate-*r*
div-inv
add-log-exp
pow-prod-down associate-*l/ associate-*r/ *-commutative unswap-sqr
distribute-rgt-in clear-num associate-/r* frac-2neg distribute-lft-in flip3-+ associate-/r/ flip-+ associate-/l/
Counts
3 → 124
Calls
3 calls:
39.0ms
(/ (/ 1 1) (* (/ (* y (+ 1.0 (* z z))) 1.0) x))
13.0ms
(* y (+ 1.0 (* z z)))
31.0ms
(* (/ (* y (+ 1.0 (* z z))) 1.0) x)

series255.0ms

Counts
3 → 9
Calls
3 calls:
78.0ms
(/ (/ 1 1) (* (/ (* y (+ 1.0 (* z z))) 1.0) x))
86.0ms
(* y (+ 1.0 (* z z)))
90.0ms
(* (/ (* y (+ 1.0 (* z z))) 1.0) x)

simplify2.7s

Counts
133 → 133
Iterations
IterNodes
done5001
24513
1805
0236

prune577.0ms

Pruning

11 alts after pruning (10 fresh and 1 done)

Merged error: 0.0b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ (* y 1.0) (* (* y z) z))
0.1b
(* (* y z) z)
0.4b
(/ (/ 1 1) (* (/ (+ (* y 1.0) (* (* y z) z)) 1.0) x))
4.5b
(* (/ (+ (* y 1.0) (* (* y z) z)) 1.0) x)

rewrite77.0ms

Algorithm
rewrite-expression-head
Rules
74×add-exp-log
41×times-frac div-exp
35×add-cbrt-cube
32×add-sqr-sqrt
27×*-un-lft-identity add-cube-cbrt
19×prod-exp
15×1-exp
14×associate-*l*
13×associate-/l*
12×cbrt-undiv
11×pow1
cbrt-unprod
rec-exp associate-*r* add-log-exp
pow-prod-down div-inv
associate-*l/ *-commutative unswap-sqr
+-commutative clear-num associate-/r* sum-log frac-2neg flip3-+ associate-/r/ flip-+ associate-/l/
Counts
4 → 127
Calls
4 calls:
6.0ms
(+ (* y 1.0) (* (* y z) z))
28.0ms
(* (* y z) z)
17.0ms
(/ (/ 1 1) (* (/ (+ (* y 1.0) (* (* y z) z)) 1.0) x))
21.0ms
(* (/ (+ (* y 1.0) (* (* y z) z)) 1.0) x)

series307.0ms

Counts
4 → 12
Calls
4 calls:
90.0ms
(+ (* y 1.0) (* (* y z) z))
29.0ms
(* (* y z) z)
85.0ms
(/ (/ 1 1) (* (/ (+ (* y 1.0) (* (* y z) z)) 1.0) x))
104.0ms
(* (/ (+ (* y 1.0) (* (* y z) z)) 1.0) x)

simplify2.7s

Counts
139 → 139
Iterations
IterNodes
done5001
24225
1770
0245

prune520.0ms

Pruning

11 alts after pruning (9 fresh and 2 done)

Merged error: 0.0b

regimes985.0ms

Accuracy

54.6% (1.6b remaining)

Error of 1.8b against oracle of 0.1b and baseline of 3.7b

bsearch2.0ms

simplify5.0ms

Iterations
IterNodes
done27
127
022

end0.0ms

sample1.0s

Algorithm
intervals
Results
618.0ms8616×body80valid