Details

Time bar (total: 15.4s)

sample64.0ms

Algorithm
intervals
Results
24.0ms263×body80nan
23.0ms256×body80valid

simplify34.0ms

Counts
1 → 1
Iterations
IterNodes
done42
442
341
232
121
011

prune7.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 19.2b

localize15.0ms

Local error

Found 3 expressions with local error:

0.0b
(* (+ y z) x)
0.8b
(+ (* z y) (* (+ y z) x))
19.2b
(sqrt (+ (* z y) (* (+ y z) x)))

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt
*-un-lft-identity
pow1 add-cube-cbrt
add-cbrt-cube add-exp-log add-log-exp
associate-*l*
flip3-+ associate-*r* sqrt-prod flip-+ insert-posit16
sqrt-div associate-*l/
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2 pow-prod-down prod-exp *-commutative cbrt-unprod distribute-lft-out unswap-sqr
Counts
3 → 50
Calls
3 calls:
18.0ms
(* (+ y z) x)
9.0ms
(+ (* z y) (* (+ y z) x))
6.0ms
(sqrt (+ (* z y) (* (+ y z) x)))

series202.0ms

Counts
3 → 9
Calls
3 calls:
33.0ms
(* (+ y z) x)
32.0ms
(+ (* z y) (* (+ y z) x))
137.0ms
(sqrt (+ (* z y) (* (+ y z) x)))

simplify2.2s

Counts
59 → 59
Iterations
IterNodes
done5003
33285
2773
1257
0100

prune339.0ms

Pruning

8 alts after pruning (7 fresh and 1 done)

Merged error: 19.1b

localize38.0ms

Local error

Found 4 expressions with local error:

0.8b
(+ (* z y) (* (+ y z) x))
0.8b
(+ (* z y) (* (+ y z) x))
19.2b
(sqrt (+ (* z y) (* (+ y z) x)))
19.2b
(sqrt (+ (* z y) (* (+ y z) x)))

rewrite51.0ms

Algorithm
rewrite-expression-head
Rules
add-sqr-sqrt add-log-exp
pow1 *-un-lft-identity add-cube-cbrt sqrt-prod
flip3-+ add-cbrt-cube sqrt-div add-exp-log flip-+ insert-posit16
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2
Counts
4 → 56
Calls
4 calls:
17.0ms
(+ (* z y) (* (+ y z) x))
13.0ms
(+ (* z y) (* (+ y z) x))
10.0ms
(sqrt (+ (* z y) (* (+ y z) x)))
10.0ms
(sqrt (+ (* z y) (* (+ y z) x)))

series612.0ms

Counts
4 → 12
Calls
4 calls:
26.0ms
(+ (* z y) (* (+ y z) x))
29.0ms
(+ (* z y) (* (+ y z) x))
127.0ms
(sqrt (+ (* z y) (* (+ y z) x)))
430.0ms
(sqrt (+ (* z y) (* (+ y z) x)))

simplify1.6s

Counts
68 → 68
Iterations
IterNodes
done5003
32926
2657
1182
066

prune385.0ms

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 19.1b

localize27.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (+ y z))
0.6b
(* (cbrt (+ y z)) (cbrt (+ y z)))
0.8b
(+ (* z y) (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)))
19.2b
(sqrt (+ (* z y) (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x))))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
30×*-un-lft-identity
28×cbrt-prod
23×add-sqr-sqrt
14×cbrt-div add-cube-cbrt
12×pow1
flip3-+ swap-sqr flip-+
pow1/3 associate-*r* associate-*l* distribute-lft-out
add-exp-log add-log-exp
frac-times add-cbrt-cube insert-posit16 unswap-sqr
sqrt-prod
sqrt-div pow-prod-down associate-*l/ associate-*r/ pow-sqr pow-prod-up
pow2 +-commutative rem-sqrt-square sum-log sqrt-pow1 pow-plus pow1/2 prod-exp *-commutative cbrt-unprod
Counts
4 → 97
Calls
4 calls:
8.0ms
(cbrt (+ y z))
35.0ms
(* (cbrt (+ y z)) (cbrt (+ y z)))
10.0ms
(+ (* z y) (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)))
6.0ms
(sqrt (+ (* z y) (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x))))

series645.0ms

Counts
4 → 12
Calls
4 calls:
142.0ms
(cbrt (+ y z))
204.0ms
(* (cbrt (+ y z)) (cbrt (+ y z)))
91.0ms
(+ (* z y) (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x)))
208.0ms
(sqrt (+ (* z y) (* (* (cbrt (+ y z)) (cbrt (+ y z))) (* (cbrt (+ y z)) x))))

simplify3.0s

Counts
109 → 109
Iterations
IterNodes
done5002
34935
21292
1446
0179

prune464.0ms

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 18.9b

localize50.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (cbrt (+ y z)))
0.6b
(cbrt (cbrt (+ y z)))
0.8b
(+ (* z y) (* (* (* (cbrt (+ y z)) (* (cbrt (cbrt (+ y z))) (cbrt (cbrt (+ y z))))) (cbrt (cbrt (+ y z)))) (* (cbrt (+ y z)) x)))
19.2b
(sqrt (+ (* z y) (* (* (* (cbrt (+ y z)) (* (cbrt (cbrt (+ y z))) (cbrt (cbrt (+ y z))))) (cbrt (cbrt (+ y z)))) (* (cbrt (+ y z)) x))))

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
22×cbrt-prod
13×*-un-lft-identity
10×add-sqr-sqrt
add-cube-cbrt
cbrt-div
add-log-exp
pow1
flip3-+ add-cbrt-cube add-exp-log flip-+ insert-posit16
sqrt-prod
pow1/3 sqrt-div distribute-lft-out
+-commutative rem-sqrt-square sum-log sqrt-pow1 pow1/2
Counts
4 → 64
Calls
4 calls:
3.0ms
(cbrt (cbrt (+ y z)))
3.0ms
(cbrt (cbrt (+ y z)))
13.0ms
(+ (* z y) (* (* (* (cbrt (+ y z)) (* (cbrt (cbrt (+ y z))) (cbrt (cbrt (+ y z))))) (cbrt (cbrt (+ y z)))) (* (cbrt (+ y z)) x)))
9.0ms
(sqrt (+ (* z y) (* (* (* (cbrt (+ y z)) (* (cbrt (cbrt (+ y z))) (cbrt (cbrt (+ y z))))) (cbrt (cbrt (+ y z)))) (* (cbrt (+ y z)) x))))

series754.0ms

Counts
4 → 12
Calls
4 calls:
253.0ms
(cbrt (cbrt (+ y z)))
250.0ms
(cbrt (cbrt (+ y z)))
71.0ms
(+ (* z y) (* (* (* (cbrt (+ y z)) (* (cbrt (cbrt (+ y z))) (cbrt (cbrt (+ y z))))) (cbrt (cbrt (+ y z)))) (* (cbrt (+ y z)) x)))
180.0ms
(sqrt (+ (* z y) (* (* (* (cbrt (+ y z)) (* (cbrt (cbrt (+ y z))) (cbrt (cbrt (+ y z))))) (cbrt (cbrt (+ y z)))) (* (cbrt (+ y z)) x))))

simplify1.6s

Counts
76 → 76
Iterations
IterNodes
done5000
21091
1325
0136

prune411.0ms

Pruning

11 alts after pruning (7 fresh and 4 done)

Merged error: 18.9b

regimes304.0ms

Accuracy

0% (0.2b remaining)

Error of 18.8b against oracle of 18.6b and baseline of 18.8b

bsearch0.0ms

simplify3.0ms

Iterations
IterNodes
done15
115
010

end0.0ms

sample2.5s

Algorithm
intervals
Results
1.2s8000×body80valid
820.0ms8103×body80nan