Details

Time bar (total: 3.8s)

sample35.0ms

Algorithm
intervals
Results
20.0ms486×body80valid

simplify7.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0247
1427
2547
3547

prune2.0ms

Filtered
1 candidates to 0 candidates (0.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 35.7b

Counts
2 → 1

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (/ (* x x) (* y y)) (/ (* z z) (* t t)))
22.5b
(/ (* x x) (* y y))
23.8b
(/ (* z z) (* t t))

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
27×add-exp-log add-cbrt-cube
cbrt-undiv div-exp prod-exp cbrt-unprod
*-un-lft-identity add-log-exp
pow1 add-sqr-sqrt add-cube-cbrt
frac-2neg times-frac clear-num associate-/r* div-inv associate-/l*
+-commutative flip3-+ frac-add sum-log flip-+ distribute-lft-out
Counts
3 → 55
Calls
3 calls:
9.0ms
(+ (/ (* x x) (* y y)) (/ (* z z) (* t t)))
6.0ms
(/ (* x x) (* y y))
9.0ms
(/ (* z z) (* t t))

series141.0ms

Counts
3 → 9
Calls
3 calls:
91.0ms
(+ (/ (* x x) (* y y)) (/ (* z z) (* t t)))
25.0ms
(/ (* x x) (* y y))
25.0ms
(/ (* z z) (* t t))

simplify40.0ms

Algorithm
egg-herbie
Counts
64 → 64
Iterations

Useful iterations: 2 (34.0ms)

IterNodesCost
0375410
11850329
25002297

prune131.0ms

Filtered
64 candidates to 39 candidates (60.9%)
Pruning

10 alts after pruning (10 fresh and 0 done)

PrunedKeptTotal
New541064
Fresh000
Picked101
Done000
Total551065

Merged error: 6.3b

Counts
65 → 10

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (/ (* x x) (* y y)) (* (/ z t) (/ z t)))
0.3b
(* (/ z t) (/ z t))
22.5b
(/ (* x x) (* y y))

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
43×add-sqr-sqrt
41×times-frac
31×add-cube-cbrt *-un-lft-identity
27×add-exp-log add-cbrt-cube
13×swap-sqr associate-*r* associate-*l*
10×pow1
cbrt-undiv div-exp prod-exp cbrt-unprod
div-inv add-log-exp
unswap-sqr
frac-add
frac-times associate-*r/ associate-*l/
+-commutative pow2 frac-2neg flip3-+ pow-plus pow-prod-down clear-num associate-/r* sum-log pow-sqr *-commutative pow-prod-up flip-+ associate-/l*
Counts
3 → 102
Calls
3 calls:
7.0ms
(+ (/ (* x x) (* y y)) (* (/ z t) (/ z t)))
10.0ms
(* (/ z t) (/ z t))
6.0ms
(/ (* x x) (* y y))

series143.0ms

Counts
3 → 9
Calls
3 calls:
90.0ms
(+ (/ (* x x) (* y y)) (* (/ z t) (/ z t)))
29.0ms
(* (/ z t) (/ z t))
25.0ms
(/ (* x x) (* y y))

simplify68.0ms

Algorithm
egg-herbie
Counts
111 → 111
Iterations

Useful iterations: 2 (60.0ms)

IterNodesCost
0590695
12934591
25002561

prune224.0ms

Filtered
111 candidates to 69 candidates (62.2%)
Pruning

16 alts after pruning (16 fresh and 0 done)

PrunedKeptTotal
New9912111
Fresh549
Picked101
Done000
Total10516121

Merged error: 0.1b

Counts
121 → 16

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (/ x y) (/ x y)) (* (/ z t) (/ z t)))
0.3b
(* (/ x y) (/ x y))
0.3b
(* (/ z t) (/ z t))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
83×add-sqr-sqrt
80×times-frac
59×add-cube-cbrt *-un-lft-identity
27×add-exp-log add-cbrt-cube
26×swap-sqr associate-*r* associate-*l*
17×pow1
frac-add
cbrt-undiv frac-times associate-*r/ div-exp associate-*l/ prod-exp cbrt-unprod div-inv unswap-sqr
add-log-exp
pow2 pow-plus pow-prod-down pow-sqr *-commutative pow-prod-up
+-commutative flip3-+ sum-log flip-+
Counts
3 → 154
Calls
3 calls:
7.0ms
(+ (* (/ x y) (/ x y)) (* (/ z t) (/ z t)))
11.0ms
(* (/ x y) (/ x y))
10.0ms
(* (/ z t) (/ z t))

series150.0ms

Counts
3 → 9
Calls
3 calls:
94.0ms
(+ (* (/ x y) (/ x y)) (* (/ z t) (/ z t)))
30.0ms
(* (/ x y) (/ x y))
26.0ms
(* (/ z t) (/ z t))

simplify102.0ms

Algorithm
egg-herbie
Counts
163 → 163
Iterations

Useful iterations: 2 (90.0ms)

IterNodesCost
08181019
14079895
25001862

prune312.0ms

Filtered
163 candidates to 104 candidates (63.8%)
Pruning

19 alts after pruning (19 fresh and 0 done)

PrunedKeptTotal
New15211163
Fresh7815
Picked101
Done000
Total16019179

Merged error: 0.0b

Counts
179 → 19

localize15.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (/ z t) (/ z t))
19.8b
(cbrt (* (/ z t) (/ z t)))
19.8b
(cbrt (* (/ z t) (/ z t)))
19.8b
(cbrt (* (/ z t) (/ z t)))

rewrite29.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
40×times-frac
32×add-cube-cbrt *-un-lft-identity
16×add-exp-log add-cbrt-cube
13×swap-sqr associate-*r* associate-*l*
11×pow1
cbrt-div
cbrt-undiv frac-times associate-*r/ div-exp associate-*l/ prod-exp cbrt-unprod div-inv add-log-exp unswap-sqr
cbrt-prod pow1/3
pow2 pow-plus pow-prod-down pow-sqr *-commutative pow-prod-up
Counts
4 → 103
Calls
4 calls:
10.0ms
(* (/ z t) (/ z t))
5.0ms
(cbrt (* (/ z t) (/ z t)))
5.0ms
(cbrt (* (/ z t) (/ z t)))
5.0ms
(cbrt (* (/ z t) (/ z t)))

series275.0ms

Counts
4 → 12
Calls
4 calls:
25.0ms
(* (/ z t) (/ z t))
83.0ms
(cbrt (* (/ z t) (/ z t)))
83.0ms
(cbrt (* (/ z t) (/ z t)))
83.0ms
(cbrt (* (/ z t) (/ z t)))

simplify53.0ms

Algorithm
egg-herbie
Counts
115 → 115
Iterations

Useful iterations: 2 (45.0ms)

IterNodesCost
0408678
11935580
25002496

prune243.0ms

Filtered
115 candidates to 79 candidates (68.7%)
Pruning

19 alts after pruning (18 fresh and 1 done)

PrunedKeptTotal
New1150115
Fresh01818
Picked011
Done000
Total11519134

Merged error: 0.0b

Counts
134 → 19

regimes706.0ms

Accuracy

0% (0.7b remaining)

Error of 0.8b against oracle of 0.1b and baseline of 0.8b

bsearch0.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
01418
11418

end0.0ms

sample1.0s

Algorithm
intervals
Results
654.0ms15467×body80valid