Details

Time bar (total: 3.8s)

sample27.0ms

Algorithm
intervals
Results
12.0ms339×body80valid

simplify94.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0276
1916
22896
37706
415146
518606
618856
718856

prune3.0ms

Filtered
1 candidates to 0 candidates (0.0%)
Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 6.3b

localize11.0ms

Local error

Found 3 expressions with local error:

0.2b
(* (* z 9.0) t)
0.3b
(- (* x y) (* (* z 9.0) t))
5.9b
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
13×add-exp-log add-cbrt-cube
pow1
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
prod-exp cbrt-unprod
expm1-log1p-u times-frac associate-*r* pow-prod-down log1p-expm1-u associate-/l*
cbrt-undiv flip3-- div-exp flip-- associate-/l/
sub-neg frac-2neg fma-neg diff-log div-sub associate-*l* prod-diff clear-num associate-/r* *-commutative div-inv
Counts
3 → 62
Calls
3 calls:
6.0ms
(* (* z 9.0) t)
3.0ms
(- (* x y) (* (* z 9.0) t))
8.0ms
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

series152.0ms

Counts
3 → 9
Calls
3 calls:
19.0ms
(* (* z 9.0) t)
59.0ms
(- (* x y) (* (* z 9.0) t))
74.0ms
(/ (- (* x y) (* (* z 9.0) t)) (* a 2.0))

simplify65.0ms

Algorithm
egg-herbie
Counts
71 → 71
Iterations

Useful iterations: 1 (15.0ms)

IterNodesCost
0346438
11623375
25001375

prune217.0ms

Filtered
71 candidates to 52 candidates (73.2%)
Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.9b

localize16.0ms

Local error

Found 3 expressions with local error:

0.2b
(* z (* 9.0 t))
0.3b
(- (* x y) (* z (* 9.0 t)))
5.9b
(/ (- (* x y) (* z (* 9.0 t))) (* a 2.0))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
13×add-exp-log add-cbrt-cube
pow1
add-sqr-sqrt add-cube-cbrt *-un-lft-identity
add-log-exp
prod-exp cbrt-unprod
expm1-log1p-u times-frac associate-*l* pow-prod-down log1p-expm1-u associate-/l*
cbrt-undiv flip3-- div-exp flip-- associate-/l/
sub-neg frac-2neg fma-neg diff-log div-sub associate-*r* prod-diff clear-num associate-/r* *-commutative div-inv
Counts
3 → 62
Calls
3 calls:
6.0ms
(* z (* 9.0 t))
3.0ms
(- (* x y) (* z (* 9.0 t)))
9.0ms
(/ (- (* x y) (* z (* 9.0 t))) (* a 2.0))

series148.0ms

Counts
3 → 9
Calls
3 calls:
18.0ms
(* z (* 9.0 t))
61.0ms
(- (* x y) (* z (* 9.0 t)))
69.0ms
(/ (- (* x y) (* z (* 9.0 t))) (* a 2.0))

simplify58.0ms

Algorithm
egg-herbie
Counts
71 → 71
Iterations

Useful iterations: 1 (14.0ms)

IterNodesCost
0342437
11396374
25001374

prune215.0ms

Filtered
71 candidates to 50 candidates (70.4%)
Pruning

10 alts after pruning (10 fresh and 0 done)

Merged error: 5.9b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (/ (* x y) (* a 2.0)) (/ (* z (* 9.0 t)) (* a 2.0)))
0.2b
(* z (* 9.0 t))
5.1b
(/ (* x y) (* a 2.0))
5.1b
(/ (* z (* 9.0 t)) (* a 2.0))

rewrite35.0ms

Algorithm
rewrite-expression-head
Rules
42×add-exp-log add-cbrt-cube
25×prod-diff
18×add-sqr-sqrt *-un-lft-identity
16×add-cube-cbrt prod-exp cbrt-unprod
15×div-inv
13×times-frac
10×cbrt-undiv div-exp
pow1
add-log-exp
fma-neg
expm1-log1p-u log1p-expm1-u
associate-*l* pow-prod-down
frac-2neg clear-num associate-/r* associate-/l*
sub-neg flip3-- distribute-rgt-out-- diff-log associate-*r* *-commutative frac-sub flip-- distribute-lft-out-- sub-div difference-of-squares
Counts
4 → 119
Calls
4 calls:
12.0ms
(- (/ (* x y) (* a 2.0)) (/ (* z (* 9.0 t)) (* a 2.0)))
6.0ms
(* z (* 9.0 t))
4.0ms
(/ (* x y) (* a 2.0))
8.0ms
(/ (* z (* 9.0 t)) (* a 2.0))

series202.0ms

Counts
4 → 12
Calls
4 calls:
118.0ms
(- (/ (* x y) (* a 2.0)) (/ (* z (* 9.0 t)) (* a 2.0)))
18.0ms
(* z (* 9.0 t))
30.0ms
(/ (* x y) (* a 2.0))
35.0ms
(/ (* z (* 9.0 t)) (* a 2.0))

simplify132.0ms

Algorithm
egg-herbie
Counts
131 → 131
Iterations

Useful iterations: 2 (117.0ms)

IterNodesCost
05711402
13533988
25002987

prune295.0ms

Filtered
131 candidates to 69 candidates (52.7%)
Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(- (/ (* x y) (* a 2.0)) (/ (* (* z 9.0) t) (* a 2.0)))
0.2b
(* (* z 9.0) t)
5.1b
(/ (* x y) (* a 2.0))
5.1b
(/ (* (* z 9.0) t) (* a 2.0))

rewrite40.0ms

Algorithm
rewrite-expression-head
Rules
42×add-exp-log add-cbrt-cube
25×prod-diff
18×add-sqr-sqrt *-un-lft-identity
16×add-cube-cbrt prod-exp cbrt-unprod
15×div-inv
13×times-frac
10×cbrt-undiv div-exp
pow1
add-log-exp
fma-neg
expm1-log1p-u log1p-expm1-u
associate-*r* pow-prod-down
frac-2neg clear-num associate-/r* associate-/l*
sub-neg flip3-- distribute-rgt-out-- diff-log associate-*l* *-commutative frac-sub flip-- distribute-lft-out-- sub-div difference-of-squares
Counts
4 → 119
Calls
4 calls:
12.0ms
(- (/ (* x y) (* a 2.0)) (/ (* (* z 9.0) t) (* a 2.0)))
11.0ms
(* (* z 9.0) t)
4.0ms
(/ (* x y) (* a 2.0))
9.0ms
(/ (* (* z 9.0) t) (* a 2.0))

series206.0ms

Counts
4 → 12
Calls
4 calls:
120.0ms
(- (/ (* x y) (* a 2.0)) (/ (* (* z 9.0) t) (* a 2.0)))
25.0ms
(* (* z 9.0) t)
31.0ms
(/ (* x y) (* a 2.0))
31.0ms
(/ (* (* z 9.0) t) (* a 2.0))

simplify127.0ms

Algorithm
egg-herbie
Counts
131 → 131
Iterations

Useful iterations: 2 (111.0ms)

IterNodesCost
05721402
13517988
25002987

prune274.0ms

Filtered
131 candidates to 69 candidates (52.7%)
Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 0.0b

regimes684.0ms

Accuracy

88.6% (0.8b remaining)

Error of 0.9b against oracle of 0.0b and baseline of 7.4b

bsearch2.0ms

simplify4.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
04823
15423
26023
36023

end0.0ms

sample733.0ms

Algorithm
intervals
Results
406.0ms11163×body80valid