Details

Time bar (total: 3.6s)

sample22.0ms

Algorithm
intervals
Results
9.0ms278×body80valid

simplify106.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0195
1385
2605
3885
41225
51755
66255
746865
850015

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 10.2b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(- t (* a z))
0.0b
(- x (* y z))
9.8b
(/ (- x (* y z)) (- t (* a z)))

rewrite18.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
times-frac
add-log-exp
fma-neg prod-diff
add-exp-log add-cbrt-cube
flip3-- flip--
pow1 expm1-log1p-u associate-/r* log1p-expm1-u associate-/l*
sub-neg diff-log associate-/r/ associate-/l/
cbrt-undiv frac-2neg div-sub div-exp clear-num div-inv
Counts
3 → 74
Calls
3 calls:
3.0ms
(- t (* a z))
3.0ms
(- x (* y z))
7.0ms
(/ (- x (* y z)) (- t (* a z)))

series124.0ms

Counts
3 → 9
Calls
3 calls:
35.0ms
(- t (* a z))
30.0ms
(- x (* y z))
58.0ms
(/ (- x (* y z)) (- t (* a z)))

simplify127.0ms

Algorithm
egg-herbie
Counts
83 → 83
Iterations

Useful iterations: 3 (120.0ms)

IterNodesCost
0296491
1972444
24276439
35001435

prune282.0ms

Pruning

11 alts after pruning (11 fresh and 0 done)

Merged error: 9.9b

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(- t (* a z))
0.0b
(- t (* a z))
2.0b
(/ x (- t (* a z)))
10.6b
(/ (* y z) (- t (* a z)))

rewrite24.0ms

Algorithm
rewrite-expression-head
Rules
18×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
12×times-frac
11×add-exp-log add-cbrt-cube
add-log-exp
fma-neg prod-diff associate-/r*
pow1 expm1-log1p-u flip3-- associate-/r/ flip-- log1p-expm1-u associate-/l*
cbrt-undiv div-exp
sub-neg frac-2neg diff-log clear-num div-inv
prod-exp cbrt-unprod
Counts
4 → 96
Calls
4 calls:
3.0ms
(- t (* a z))
3.0ms
(- t (* a z))
9.0ms
(/ x (- t (* a z)))
6.0ms
(/ (* y z) (- t (* a z)))

series169.0ms

Counts
4 → 12
Calls
4 calls:
36.0ms
(- t (* a z))
40.0ms
(- t (* a z))
42.0ms
(/ x (- t (* a z)))
50.0ms
(/ (* y z) (- t (* a z)))

simplify47.0ms

Algorithm
egg-herbie
Counts
108 → 108
Iterations

Useful iterations: 2 (39.0ms)

IterNodesCost
0286546
11097479
25002477

prune343.0ms

Pruning

8 alts after pruning (8 fresh and 0 done)

Merged error: 4.7b

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(- t (* a z))
2.0b
(/ x (- t (* a z)))
2.5b
(/ y (/ (- t (* a z)) z))
5.9b
(/ (- t (* a z)) z)

rewrite29.0ms

Algorithm
rewrite-expression-head
Rules
93×times-frac
64×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
19×associate-/r*
13×add-exp-log add-cbrt-cube
associate-/l*
div-inv
add-log-exp
cbrt-undiv div-exp
pow1 expm1-log1p-u log1p-expm1-u
flip3-- frac-2neg fma-neg prod-diff clear-num associate-/r/ flip--
associate-/l/
sub-neg diff-log div-sub
Counts
4 → 155
Calls
4 calls:
3.0ms
(- t (* a z))
5.0ms
(/ x (- t (* a z)))
7.0ms
(/ y (/ (- t (* a z)) z))
7.0ms
(/ (- t (* a z)) z)

series179.0ms

Counts
4 → 12
Calls
4 calls:
36.0ms
(- t (* a z))
45.0ms
(/ x (- t (* a z)))
53.0ms
(/ y (/ (- t (* a z)) z))
45.0ms
(/ (- t (* a z)) z)

simplify72.0ms

Algorithm
egg-herbie
Counts
167 → 167
Iterations

Useful iterations: 2 (57.0ms)

IterNodesCost
05271170
121211096
250011090

prune555.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.5b

localize13.0ms

Local error

Found 4 expressions with local error:

0.0b
(- t (* a z))
0.0b
(- (/ t z) a)
2.0b
(/ x (- t (* a z)))
2.5b
(/ y (* 1 (- (/ t z) a)))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
62×add-sqr-sqrt
59×*-un-lft-identity
57×add-cube-cbrt
49×times-frac
42×prod-diff
16×fma-neg
13×add-exp-log
11×add-cbrt-cube
add-log-exp
div-inv associate-/l*
pow1 expm1-log1p-u flip3-- div-exp associate-/r* associate-/r/ flip-- log1p-expm1-u
cbrt-undiv
sub-neg frac-2neg diff-log associate-*r/ prod-exp clear-num difference-of-squares
1-exp cbrt-unprod distribute-lft-out--
Counts
4 → 146
Calls
4 calls:
3.0ms
(- t (* a z))
9.0ms
(- (/ t z) a)
5.0ms
(/ x (- t (* a z)))
10.0ms
(/ y (* 1 (- (/ t z) a)))

series146.0ms

Counts
4 → 12
Calls
4 calls:
44.0ms
(- t (* a z))
25.0ms
(- (/ t z) a)
37.0ms
(/ x (- t (* a z)))
38.0ms
(/ y (* 1 (- (/ t z) a)))

simplify72.0ms

Algorithm
egg-herbie
Counts
158 → 158
Iterations

Useful iterations: 2 (58.0ms)

IterNodesCost
05011119
11634792
25002791

prune436.0ms

Pruning

9 alts after pruning (9 fresh and 0 done)

Merged error: 0.5b

regimes219.0ms

Accuracy

0% (1.7b remaining)

Error of 3.1b against oracle of 1.5b and baseline of 3.1b

bsearch0.0ms

simplify3.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0209
1229
2229

end0.0ms

sample558.0ms

Algorithm
intervals
Results
287.0ms8704×body80valid