Details

Time bar (total: 2.8s)

sample19.0ms

Algorithm
intervals
Results
9.0ms317×body80valid

simplify78.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0113
1223
2443
3703
41003
51173
64203
729763
850013

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: 15.0b

Counts
2 → 1

localize5.0ms

Local error

Found 2 expressions with local error:

0.0b
(* x (- y z))
14.4b
(/ (* x (- y z)) y)

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
22×add-sqr-sqrt
20×*-un-lft-identity
18×add-cube-cbrt prod-diff
11×distribute-rgt-in distribute-lft-in
add-exp-log add-cbrt-cube
associate-*r*
pow1 associate-*r/
times-frac associate-*l* associate-/r*
cbrt-undiv expm1-log1p-u sub-neg flip3-- div-exp prod-exp flip-- cbrt-unprod log1p-expm1-u associate-/l/ add-log-exp
frac-2neg pow-prod-down clear-num *-commutative div-inv associate-/l* distribute-lft-out-- difference-of-squares unswap-sqr
Counts
2 → 71
Calls
2 calls:
7.0ms
(* x (- y z))
8.0ms
(/ (* x (- y z)) y)

series89.0ms

Counts
2 → 6
Calls
2 calls:
40.0ms
(* x (- y z))
49.0ms
(/ (* x (- y z)) y)

simplify50.0ms

Algorithm
egg-herbie
Counts
77 → 77
Iterations

Useful iterations: 1 (12.0ms)

IterNodesCost
0299483
11416328
25001328

prune112.0ms

Filtered
77 candidates to 41 candidates (53.2%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New71677
Fresh000
Picked011
Done000
Total71778

Merged error: 0.0b

Counts
78 → 7

localize5.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y z) y)
2.7b
(* x (/ (- y z) y))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
41×add-sqr-sqrt
36×*-un-lft-identity
31×times-frac
22×add-cube-cbrt
19×associate-*r*
add-exp-log add-cbrt-cube
distribute-lft-out-- difference-of-squares
associate-/l*
pow1
associate-*l* associate-/r*
cbrt-undiv expm1-log1p-u div-exp prod-exp cbrt-unprod log1p-expm1-u div-inv associate-/l/ add-log-exp unswap-sqr
flip3-- frac-2neg div-sub associate-*r/ pow-prod-down clear-num *-commutative flip--
Counts
2 → 80
Calls
2 calls:
6.0ms
(/ (- y z) y)
10.0ms
(* x (/ (- y z) y))

series85.0ms

Counts
2 → 6
Calls
2 calls:
35.0ms
(/ (- y z) y)
49.0ms
(* x (/ (- y z) y))

simplify47.0ms

Algorithm
egg-herbie
Counts
86 → 86
Iterations

Useful iterations: 2 (40.0ms)

IterNodesCost
0270409
11205378
25001377

prune145.0ms

Filtered
86 candidates to 58 candidates (67.4%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New85186
Fresh055
Picked101
Done011
Total86793

Merged error: 0.0b

Counts
93 → 7

localize5.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ y (- y z))
2.7b
(/ x (/ y (- y z)))

rewrite21.0ms

Algorithm
rewrite-expression-head
Rules
138×times-frac
102×add-sqr-sqrt *-un-lft-identity
70×add-cube-cbrt
26×associate-/r*
16×distribute-lft-out-- difference-of-squares
11×associate-/r/
add-exp-log add-cbrt-cube
div-inv associate-/l*
flip3-- flip--
cbrt-undiv div-exp
pow1 expm1-log1p-u frac-2neg clear-num log1p-expm1-u add-log-exp
Counts
2 → 143
Calls
2 calls:
5.0ms
(/ y (- y z))
9.0ms
(/ x (/ y (- y z)))

series98.0ms

Counts
2 → 6
Calls
2 calls:
44.0ms
(/ y (- y z))
53.0ms
(/ x (/ y (- y z)))

simplify72.0ms

Algorithm
egg-herbie
Counts
149 → 149
Iterations

Useful iterations: 2 (58.0ms)

IterNodesCost
04791057
122391019
250021016

prune286.0ms

Filtered
149 candidates to 113 candidates (75.8%)
Pruning

6 alts after pruning (4 fresh and 2 done)

PrunedKeptTotal
New1472149
Fresh325
Picked011
Done011
Total1506156

Merged error: 0b

Counts
156 → 6

localize6.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (- y z))
0.2b
(/ 1 (/ (/ y (- y z)) x))
2.7b
(/ (/ y (- y z)) x)

rewrite71.0ms

Algorithm
rewrite-expression-head
Rules
771×times-frac
439×add-sqr-sqrt *-un-lft-identity
335×add-cube-cbrt
75×associate-/r*
52×distribute-lft-out-- difference-of-squares
35×associate-/r/
31×add-exp-log
27×associate-/l*
23×div-inv
19×div-exp add-cbrt-cube
17×flip3-- flip--
10×cbrt-undiv
pow1
expm1-log1p-u rec-exp frac-2neg 1-exp clear-num log1p-expm1-u add-log-exp
pow-flip associate-/l/ inv-pow
Counts
3 → 441
Calls
3 calls:
6.0ms
(/ y (- y z))
19.0ms
(/ 1 (/ (/ y (- y z)) x))
10.0ms
(/ (/ y (- y z)) x)

series161.0ms

Counts
3 → 9
Calls
3 calls:
44.0ms
(/ y (- y z))
47.0ms
(/ 1 (/ (/ y (- y z)) x))
69.0ms
(/ (/ y (- y z)) x)

simplify88.0ms

Algorithm
egg-herbie
Counts
450 → 450
Iterations

Useful iterations: 1 (39.0ms)

IterNodesCost
014134478
150014011

prune775.0ms

Filtered
450 candidates to 289 candidates (64.2%)
Pruning

6 alts after pruning (3 fresh and 3 done)

PrunedKeptTotal
New4500450
Fresh033
Picked011
Done022
Total4506456

Merged error: 0b

Counts
456 → 6

regimes133.0ms

Accuracy

76.9% (0.7b remaining)

Error of 0.7b against oracle of 0.0b and baseline of 3.1b

bsearch1.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03129
13129

end0.0ms

sample419.0ms

Algorithm
intervals
Results
218.0ms9647×body80valid