Details

Time bar (total: 11.6s)

sample37.0ms

Algorithm
intervals
Results
17.0ms274×body80valid

simplify104.0ms

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

prune18.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 4.8b

localize23.0ms

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)))

rewrite56.0ms

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:
26.0ms
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))
25.0ms
(* y (+ 1.0 (* z z)))

series151.0ms

Counts
2 → 6
Calls
2 calls:
69.0ms
(/ (/ 1.0 x) (* y (+ 1.0 (* z z))))
82.0ms
(* y (+ 1.0 (* z z)))

simplify1.0s

Counts
76 → 76
Iterations
IterNodes
done5000
22223
1439
0156

prune422.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 4.7b

localize14.0ms

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)

rewrite149.0ms

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:
80.0ms
(/ 1 (* (/ y 1.0) (* (+ 1.0 (* z z)) x)))
52.0ms
(* (/ y 1.0) (* (+ 1.0 (* z z)) x))
14.0ms
(* (+ 1.0 (* z z)) x)

series234.0ms

Counts
3 → 9
Calls
3 calls:
100.0ms
(/ 1 (* (/ y 1.0) (* (+ 1.0 (* z z)) x)))
96.0ms
(* (/ y 1.0) (* (+ 1.0 (* z z)) x))
38.0ms
(* (+ 1.0 (* z z)) x)

simplify1.5s

Counts
112 → 112
Iterations
IterNodes
done5000
23191
1564
0184

prune550.0ms

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 2.8b

localize27.0ms

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)

rewrite43.0ms

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:
17.0ms
(/ (* (/ 1 y) 1.0) (* (+ 1.0 (* z z)) x))
24.0ms
(* (+ 1.0 (* z z)) x)

series188.0ms

Counts
2 → 6
Calls
2 calls:
118.0ms
(/ (* (/ 1 y) 1.0) (* (+ 1.0 (* z z)) x))
69.0ms
(* (+ 1.0 (* z z)) x)

simplify1.3s

Counts
58 → 58
Iterations
IterNodes
done5000
22910
1405
0127

prune282.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 2.8b

localize43.0ms

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))

rewrite704.0ms

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:
429.0ms
(/ 1 (* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x))))
229.0ms
(* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x)))
15.0ms
(sqrt (+ 1.0 (* z z)))
22.0ms
(sqrt (+ (pow z 2) 1.0))

series235.0ms

Counts
4 → 12
Calls
4 calls:
74.0ms
(/ 1 (* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x))))
66.0ms
(* (/ y 1.0) (* (sqrt (+ 1.0 (* z z))) (* (sqrt (+ (pow z 2) 1.0)) x)))
49.0ms
(sqrt (+ 1.0 (* z z)))
46.0ms
(sqrt (+ (pow z 2) 1.0))

simplify1.6s

Counts
164 → 164
Iterations
IterNodes
done5001
24001
1823
0286

prune980.0ms

Pruning

7 alts after pruning (4 fresh and 3 done)

Merged error: 2.8b

regimes923.0ms

Accuracy

66.8% (1.5b remaining)

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

bsearch2.0ms

simplify3.0ms

Iterations
IterNodes
done31
131
023

end0.0ms

sample957.0ms

Algorithm
intervals
Results
573.0ms8615×body80valid