Details

Time bar (total: 10.9s)

sample27.0ms

Algorithm
intervals
Results
10.0ms274×body80valid

simplify87.0ms

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

prune14.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 4.8b

localize19.0ms

Local error

Found 2 expressions with local error:

3.4b
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))
4.2b
(* y (+ 1.0 (* z z)))

rewrite39.0ms

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:
13.0ms
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))
19.0ms
(* y (+ 1.0 (* z z)))

series180.0ms

Counts
2 → 6
Calls
2 calls:
109.0ms
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))
71.0ms
(* y (+ 1.0 (* z z)))

simplify924.0ms

Counts
76 → 76
Iterations
IterNodes
done5000
22223
1439
0156

prune419.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 4.7b

localize21.0ms

Local error

Found 3 expressions with local error:

0.4b
(/ 1 (* (/ y 1.0) (* (+ 1.0 (* z z)) x)))
2.3b
(* (/ y 1.0) (* (+ 1.0 (* z z)) x))
4.0b
(* (+ 1.0 (* z z)) x)

rewrite97.0ms

Algorithm
rewrite-expression-head
Rules
61×add-exp-log
35×add-cbrt-cube
25×prod-exp
18×div-exp
16×add-sqr-sqrt pow1 associate-*l*
14×*-un-lft-identity add-cube-cbrt
13×cbrt-unprod
12×times-frac associate-*l/
cbrt-undiv
pow-prod-down
rec-exp flip3-+ 1-exp associate-/r/ flip-+
frac-times associate-*r* associate-*r/
pow-flip associate-/l* add-log-exp
*-commutative div-inv
clear-num associate-/r* frac-2neg inv-pow unswap-sqr
Counts
3 → 103
Calls
3 calls:
47.0ms
(/ 1 (* (/ y 1.0) (* (+ 1.0 (* z z)) x)))
34.0ms
(* (/ y 1.0) (* (+ 1.0 (* z z)) x))
13.0ms
(* (+ 1.0 (* z z)) x)

series248.0ms

Counts
3 → 9
Calls
3 calls:
107.0ms
(/ 1 (* (/ y 1.0) (* (+ 1.0 (* z z)) x)))
76.0ms
(* (/ y 1.0) (* (+ 1.0 (* z z)) x))
65.0ms
(* (+ 1.0 (* z z)) x)

simplify1.2s

Counts
112 → 112
Iterations
IterNodes
done5000
23191
1564
0184

prune554.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 2.8b

localize24.0ms

Local error

Found 2 expressions with local error:

2.5b
(/ (* (/ 1 y) 1.0) (* (+ 1.0 (* z z)) x))
4.0b
(* (+ 1.0 (* z z)) x)

rewrite37.0ms

Algorithm
rewrite-expression-head
Rules
39×add-exp-log
25×add-cbrt-cube
14×div-exp prod-exp
cbrt-undiv cbrt-unprod
add-sqr-sqrt
associate-*l/
pow1 *-un-lft-identity add-cube-cbrt
associate-*r* associate-*l*
rec-exp flip3-+ 1-exp associate-/r/ flip-+ add-log-exp
clear-num associate-/r* frac-2neg times-frac pow-prod-down *-commutative div-inv associate-/l* unswap-sqr associate-/l/
Counts
2 → 52
Calls
2 calls:
21.0ms
(/ (* (/ 1 y) 1.0) (* (+ 1.0 (* z z)) x))
13.0ms
(* (+ 1.0 (* z z)) x)

series154.0ms

Counts
2 → 6
Calls
2 calls:
91.0ms
(/ (* (/ 1 y) 1.0) (* (+ 1.0 (* z z)) x))
63.0ms
(* (+ 1.0 (* z z)) x)

simplify1.1s

Counts
58 → 58
Iterations
IterNodes
done5000
22910
1405
0127

prune276.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 2.8b

localize45.0ms

Local error

Found 4 expressions with local error:

0.4b
(/ 1 (* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x))))
2.3b
(* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x)))
16.1b
(sqrt (+ 1.0 (* z z)))
16.1b
(sqrt (+ (pow z 2) 1.0))

rewrite617.0ms

Algorithm
rewrite-expression-head
Rules
98×add-exp-log
54×add-cbrt-cube
52×sqrt-div
48×prod-exp
34×associate-*l/
32×frac-times
26×flip3-+ div-exp flip-+
25×pow1
24×associate-*r/ cbrt-unprod
17×add-sqr-sqrt *-un-lft-identity associate-/r/
15×add-cube-cbrt
13×cbrt-undiv associate-*l*
12×times-frac pow-prod-down
rec-exp 1-exp sqrt-prod
pow-flip add-log-exp
associate-/l*
rem-sqrt-square sqrt-pow1 pow1/2 div-inv
clear-num associate-/r* frac-2neg associate-*r* *-commutative distribute-lft-out inv-pow
Counts
4 → 152
Calls
4 calls:
359.0ms
(/ 1 (* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x))))
222.0ms
(* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x)))
4.0ms
(sqrt (+ 1.0 (* z z)))
18.0ms
(sqrt (+ (pow z 2) 1.0))

series327.0ms

Counts
4 → 12
Calls
4 calls:
91.0ms
(/ 1 (* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x))))
100.0ms
(* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x)))
61.0ms
(sqrt (+ 1.0 (* z z)))
75.0ms
(sqrt (+ (pow z 2) 1.0))

simplify1.5s

Counts
164 → 164
Iterations
IterNodes
done5001
24001
1823
0286

prune1.1s

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 2.8b

regimes797.0ms

Accuracy

66.8% (1.5b remaining)

Error of 3.4b against oracle of 1.9b and baseline of 6.4b

bsearch1.0ms

simplify3.0ms

Iterations
IterNodes
done31
131
023

end0.0ms

sample1.1s

Algorithm
intervals
Results
642.0ms8615×body80valid