Details

Time bar (total: 3.9s)

sample21.0ms

Algorithm
intervals
Results
8.0ms277×body80valid

simplify82.0ms

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

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 0.0b

localize13.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ (- y z) (- a z))
1.9b
(fma (/ (- y z) (- a z)) t x)

rewrite15.0ms

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:
12.0ms
(/ (- y z) (- a z))
0.0ms
(fma (/ (- y z) (- a z)) t x)

series137.0ms

Counts
2 → 6
Calls
2 calls:
51.0ms
(/ (- y z) (- a z))
86.0ms
(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

prune203.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize10.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a z) (- y z))
0.2b
(/ 1 (/ (- a z) (- y z)))
1.9b
(fma (/ 1 (/ (- a z) (- y z))) t x)

rewrite41.0ms

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:
13.0ms
(/ (- a z) (- y z))
15.0ms
(/ 1 (/ (- a z) (- y z)))
0.0ms
(fma (/ 1 (/ (- a z) (- y z))) t x)

series392.0ms

Counts
3 → 9
Calls
3 calls:
49.0ms
(/ (- a z) (- y z))
143.0ms
(/ 1 (/ (- a z) (- y z)))
200.0ms
(fma (/ 1 (/ (- a z) (- y z))) t x)

simplify68.0ms

Algorithm
egg-herbie
Counts
223 → 223
Iterations

Useful iterations: 2 (50.0ms)

IterNodesCost
06201891
127641708
250021537

prune410.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(/ t (- a z))
8.7b
(* (/ t (- a z)) (- y z))

rewrite36.0ms

Algorithm
rewrite-expression-head
Rules
55×add-sqr-sqrt
50×*-un-lft-identity
34×add-cube-cbrt
31×times-frac
21×associate-*l*
18×prod-diff
11×distribute-rgt-in distribute-lft-in
add-exp-log add-cbrt-cube
distribute-lft-out-- difference-of-squares
associate-*r* associate-/r*
pow1 flip3-- associate-/r/ flip--
associate-/l*
cbrt-undiv expm1-log1p-u frac-times sub-neg associate-*r/ div-exp prod-exp cbrt-unprod log1p-expm1-u div-inv add-log-exp unswap-sqr
frac-2neg pow-prod-down associate-*l/ clear-num *-commutative
Counts
2 → 109
Calls
2 calls:
5.0ms
(/ t (- a z))
26.0ms
(* (/ t (- a z)) (- y z))

series197.0ms

Counts
2 → 6
Calls
2 calls:
35.0ms
(/ t (- a z))
162.0ms
(* (/ t (- a z)) (- y z))

simplify65.0ms

Algorithm
egg-herbie
Counts
115 → 115
Iterations

Useful iterations: 2 (55.0ms)

IterNodesCost
0472839
11987675
25001669

prune283.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize13.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a z) t)
0.6b
(/ 1 (/ (- a z) t))
8.7b
(* (/ 1 (/ (- a z) t)) (- y z))

rewrite80.0ms

Algorithm
rewrite-expression-head
Rules
240×times-frac
195×add-sqr-sqrt
183×*-un-lft-identity
129×add-cube-cbrt
62×associate-*l*
35×add-exp-log
26×distribute-lft-out-- difference-of-squares
22×associate-/r*
19×add-cbrt-cube
18×prod-diff
15×div-exp
11×distribute-rgt-in distribute-lft-in
10×div-inv
associate-/l*
cbrt-undiv prod-exp
pow1
associate-*r* unswap-sqr
rec-exp 1-exp
expm1-log1p-u flip3-- flip-- cbrt-unprod log1p-expm1-u add-log-exp
frac-times sub-neg frac-2neg associate-*r/ clear-num associate-/r/ associate-/l/
pow-flip div-sub pow-prod-down associate-*l/ *-commutative inv-pow
Counts
3 → 262
Calls
3 calls:
12.0ms
(/ (- a z) t)
9.0ms
(/ 1 (/ (- a z) t))
44.0ms
(* (/ 1 (/ (- a z) t)) (- y z))

series276.0ms

Counts
3 → 9
Calls
3 calls:
31.0ms
(/ (- a z) t)
73.0ms
(/ 1 (/ (- a z) t))
172.0ms
(* (/ 1 (/ (- a z) t)) (- y z))

simplify117.0ms

Algorithm
egg-herbie
Counts
271 → 271
Iterations

Useful iterations: 2 (95.0ms)

IterNodesCost
08862080
144351702
250011698

prune669.0ms

Pruning

6 alts after pruning (3 fresh and 3 done)

Merged error: 0b

regimes179.0ms

Accuracy

0% (2.8b remaining)

Error of 2.8b against oracle of 0.0b and baseline of 2.8b

bsearch0.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0125
1125

end0.0ms

sample548.0ms

Algorithm
intervals
Results
278.0ms8736×body80valid
0.0msbody640valid
0.0msbody320valid