Details

Time bar (total: 3.8s)

sample24.0ms

Algorithm
intervals
Results
10.0ms285×body80valid

simplify81.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 2 (7.0ms)

IterNodesCost
0175
1355
2634
31074
41694
52394
62884
73564
84074
95334
107554
1112564
1213024
1313044
1413044

prune9.0ms

Filtered
1 candidates to 1 candidates (100.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 0.1b

Counts
2 → 2

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y z) (- a z))
1.0b
(fma (/ (- y z) (- a z)) t x)

rewrite13.0ms

Algorithm
rewrite-expression-head
Rules
38×add-sqr-sqrt *-un-lft-identity
25×times-frac
14×add-cube-cbrt
12×distribute-lft-out-- difference-of-squares
associate-/r* associate-/l*
add-exp-log add-cbrt-cube
pow1 expm1-log1p-u flip3-- associate-/r/ flip-- log1p-expm1-u associate-/l/ add-log-exp
cbrt-undiv frac-2neg div-sub div-exp clear-num fma-udef div-inv
Counts
2 → 64
Calls
2 calls:
9.0ms
(/ (- y z) (- a z))
1.0ms
(fma (/ (- y z) (- a z)) t x)

series148.0ms

Counts
2 → 6
Calls
2 calls:
64.0ms
(/ (- y z) (- a z))
84.0ms
(fma (/ (- y z) (- a z)) t x)

simplify70.0ms

Algorithm
egg-herbie
Counts
70 → 70
Iterations

Useful iterations: 1 (9.0ms)

IterNodesCost
0258433
1705410
22399410
35001410

prune177.0ms

Filtered
70 candidates to 51 candidates (72.9%)
Pruning

6 alts after pruning (6 fresh and 0 done)

PrunedKeptTotal
New65570
Fresh011
Picked101
Done000
Total66672

Merged error: 0.0b

Counts
72 → 6

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a z) (- y z))
0.2b
(/ 1 (/ (- a z) (- y z)))
1.0b
(fma (/ 1 (/ (- a z) (- y z))) t x)

rewrite39.0ms

Algorithm
rewrite-expression-head
Rules
218×times-frac
195×add-sqr-sqrt *-un-lft-identity
91×add-cube-cbrt
52×distribute-lft-out-- difference-of-squares
36×associate-/r*
16×add-exp-log
11×associate-/r/
10×add-cbrt-cube
div-exp associate-/l*
flip3-- flip-- div-inv
pow1 cbrt-undiv
expm1-log1p-u log1p-expm1-u add-log-exp
rec-exp frac-2neg 1-exp clear-num associate-/l/
pow-flip div-sub fma-udef inv-pow
Counts
3 → 214
Calls
3 calls:
10.0ms
(/ (- a z) (- y z))
14.0ms
(/ 1 (/ (- a z) (- y z)))
1.0ms
(fma (/ 1 (/ (- a z) (- y z))) t x)

series392.0ms

Counts
3 → 9
Calls
3 calls:
50.0ms
(/ (- a z) (- y z))
144.0ms
(/ 1 (/ (- a z) (- y z)))
198.0ms
(fma (/ 1 (/ (- a z) (- y z))) t x)

simplify93.0ms

Algorithm
egg-herbie
Counts
223 → 223
Iterations

Useful iterations: 2 (66.0ms)

IterNodesCost
06201891
127641708
250021537

prune367.0ms

Filtered
223 candidates to 108 candidates (48.4%)
Pruning

6 alts after pruning (5 fresh and 1 done)

PrunedKeptTotal
New2221223
Fresh145
Picked011
Done000
Total2236229

Merged error: 0b

Counts
229 → 6

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ 1 (- a z))
0.2b
(* (- y z) (/ 1 (- a z)))
1.0b
(fma (* (- y z) (/ 1 (- a z))) t x)

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
46×add-sqr-sqrt
40×*-un-lft-identity
32×times-frac
23×add-cube-cbrt
21×associate-*r*
16×add-exp-log
10×add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1
associate-*l* associate-/r*
flip3-- div-exp prod-exp associate-/r/ flip--
expm1-log1p-u log1p-expm1-u associate-/l* add-log-exp unswap-sqr
cbrt-undiv frac-times rec-exp 1-exp associate-*l/ cbrt-unprod div-inv
pow-flip frac-2neg associate-*r/ pow-prod-down clear-num un-div-inv *-commutative fma-udef inv-pow
Counts
3 → 105
Calls
3 calls:
6.0ms
(/ 1 (- a z))
14.0ms
(* (- y z) (/ 1 (- a z)))
1.0ms
(fma (* (- y z) (/ 1 (- a z))) t x)

series176.0ms

Counts
3 → 9
Calls
3 calls:
37.0ms
(/ 1 (- a z))
55.0ms
(* (- y z) (/ 1 (- a z)))
85.0ms
(fma (* (- y z) (/ 1 (- a z))) t x)

simplify54.0ms

Algorithm
egg-herbie
Counts
114 → 114
Iterations

Useful iterations: 2 (45.0ms)

IterNodesCost
0333585
11448510
25002468

prune221.0ms

Filtered
114 candidates to 71 candidates (62.3%)
Pruning

6 alts after pruning (4 fresh and 2 done)

PrunedKeptTotal
New1140114
Fresh044
Picked011
Done011
Total1146120

Merged error: 0b

Counts
120 → 6

localize16.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- y z))
0.6b
(cbrt (- y z))
0.6b
(cbrt (- y z))
1.0b
(fma (* (* (cbrt (- y z)) (cbrt (- y z))) (/ (cbrt (- y z)) (- a z))) t x)

rewrite12.0ms

Algorithm
rewrite-expression-head
Rules
15×cbrt-prod
13×add-sqr-sqrt *-un-lft-identity
add-cube-cbrt
cbrt-div
pow1 add-exp-log expm1-log1p-u add-cbrt-cube log1p-expm1-u add-log-exp
flip3-- pow1/3 flip-- distribute-lft-out-- difference-of-squares
fma-udef
Counts
4 → 61
Calls
4 calls:
3.0ms
(cbrt (- y z))
3.0ms
(cbrt (- y z))
3.0ms
(cbrt (- y z))
1.0ms
(fma (* (* (cbrt (- y z)) (cbrt (- y z))) (/ (cbrt (- y z)) (- a z))) t x)

series560.0ms

Counts
4 → 12
Calls
4 calls:
163.0ms
(cbrt (- y z))
160.0ms
(cbrt (- y z))
156.0ms
(cbrt (- y z))
81.0ms
(fma (* (* (cbrt (- y z)) (cbrt (- y z))) (/ (cbrt (- y z)) (- a z))) t x)

simplify183.0ms

Algorithm
egg-herbie
Counts
73 → 73
Iterations

Useful iterations: 3 (50.0ms)

IterNodesCost
0189502
1432459
21275444
34644423
45001423

prune259.0ms

Filtered
73 candidates to 66 candidates (90.4%)
Pruning

6 alts after pruning (3 fresh and 3 done)

PrunedKeptTotal
New73073
Fresh033
Picked011
Done022
Total73679

Merged error: 0b

Counts
79 → 6

regimes210.0ms

Accuracy

0% (1.4b remaining)

Error of 1.5b against oracle of 0.0b and baseline of 1.5b

bsearch0.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0135
1135

end0.0ms

sample620.0ms

Algorithm
intervals
Results
336.0ms8700×body80valid