Details

Time bar (total: 5.6s)

sample20.0ms

Algorithm
intervals
Results
8.0ms280×body80valid

simplify54.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0185
1335
2585
31015
41455
51785
62045
72645
83525
94415
107075
119065
1210225
1310445
1410445

prune4.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 14.2b

localize19.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (/ (* y (- z t)) (- z a)))
0.0b
(* y (- z t))
13.7b
(/ (* y (- z t)) (- z a))

rewrite25.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt *-un-lft-identity
10×add-exp-log add-cbrt-cube
add-cube-cbrt
pow1 times-frac associate-*r* associate-/r* add-log-exp
associate-*r/
flip3-- associate-*l* flip-- distribute-lft-out-- difference-of-squares
cbrt-undiv distribute-rgt-in sub-neg distribute-lft-in div-exp prod-exp associate-/r/ cbrt-unprod associate-/l/
+-commutative frac-2neg flip3-+ pow-prod-down clear-num sum-log *-commutative flip-+ div-inv distribute-lft-out associate-/l* unswap-sqr
Counts
3 → 67
Calls
3 calls:
7.0ms
(+ x (/ (* y (- z t)) (- z a)))
6.0ms
(* y (- z t))
10.0ms
(/ (* y (- z t)) (- z a))

series171.0ms

Counts
3 → 9
Calls
3 calls:
73.0ms
(+ x (/ (* y (- z t)) (- z a)))
34.0ms
(* y (- z t))
64.0ms
(/ (* y (- z t)) (- z a))

simplify40.0ms

Algorithm
egg-herbie
Counts
76 → 76
Iterations

Useful iterations: 1 (9.0ms)

IterNodesCost
0337381
11443342
25002342

prune161.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0.0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (/ y (/ (- z a) (- z t))))
0.0b
(/ (- z a) (- z t))
2.5b
(/ y (/ (- z a) (- z t)))

rewrite62.0ms

Algorithm
rewrite-expression-head
Rules
218×times-frac
197×*-un-lft-identity
195×add-sqr-sqrt
91×add-cube-cbrt
52×distribute-lft-out-- difference-of-squares
36×associate-/r*
11×associate-/r/
10×add-exp-log add-cbrt-cube
associate-/l*
flip3-- flip-- div-inv
add-log-exp
cbrt-undiv div-exp
pow1
frac-2neg clear-num associate-/l/
+-commutative flip3-+ div-sub sum-log flip-+ distribute-lft-out
Counts
3 → 206
Calls
3 calls:
30.0ms
(+ x (/ y (/ (- z a) (- z t))))
8.0ms
(/ (- z a) (- z t))
12.0ms
(/ y (/ (- z a) (- z t)))

series238.0ms

Counts
3 → 9
Calls
3 calls:
79.0ms
(+ x (/ y (/ (- z a) (- z t))))
44.0ms
(/ (- z a) (- z t))
115.0ms
(/ y (/ (- z a) (- z t)))

simplify74.0ms

Algorithm
egg-herbie
Counts
215 → 215
Iterations

Useful iterations: 2 (56.0ms)

IterNodesCost
07021885
130691832
250021829

prune493.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

localize13.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt y)
0.6b
(cbrt y)
1.2b
(/ (* (cbrt y) (cbrt y)) (/ (/ (- z a) (- z t)) (cbrt y)))
1.7b
(/ (/ (- z a) (- z t)) (cbrt y))

rewrite114.0ms

Algorithm
rewrite-expression-head
Rules
1223×times-frac
785×add-sqr-sqrt *-un-lft-identity
405×add-cube-cbrt
288×cbrt-prod
196×associate-/r*
190×distribute-lft-out-- difference-of-squares
39×associate-/r/
32×associate-/l*
30×add-exp-log
23×div-inv
19×flip3-- flip--
18×add-cbrt-cube
15×cbrt-undiv div-exp
pow1 add-log-exp
prod-exp cbrt-unprod
frac-2neg pow1/3 div-sub clear-num
associate-/l/
Counts
4 → 665
Calls
4 calls:
1.0ms
(cbrt y)
1.0ms
(cbrt y)
36.0ms
(/ (* (cbrt y) (cbrt y)) (/ (/ (- z a) (- z t)) (cbrt y)))
18.0ms
(/ (/ (- z a) (- z t)) (cbrt y))

series676.0ms

Counts
4 → 12
Calls
4 calls:
179.0ms
(cbrt y)
174.0ms
(cbrt y)
138.0ms
(/ (* (cbrt y) (cbrt y)) (/ (/ (- z a) (- z t)) (cbrt y)))
185.0ms
(/ (/ (- z a) (- z t)) (cbrt y))

simplify113.0ms

Algorithm
egg-herbie
Counts
677 → 677
Iterations

Useful iterations: 1 (35.0ms)

IterNodesCost
019159160
150028665

prune2.0s

Pruning

4 alts after pruning (1 fresh and 3 done)

Merged error: 0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ y (- z a))
0.0b
(+ x (* (/ y (- z a)) (- z t)))
9.4b
(* (/ y (- z a)) (- z t))

rewrite29.0ms

Algorithm
rewrite-expression-head
Rules
44×add-sqr-sqrt
39×*-un-lft-identity
31×times-frac
23×add-cube-cbrt
21×associate-*l*
10×add-exp-log add-cbrt-cube
distribute-lft-out-- difference-of-squares
pow1 associate-*r* associate-/r* add-log-exp
distribute-rgt-in sub-neg associate-+r+ flip3-- distribute-lft-in associate-/r/ flip--
associate-/l*
cbrt-undiv frac-times associate-*r/ div-exp prod-exp cbrt-unprod div-inv unswap-sqr
+-commutative frac-2neg flip3-+ pow-prod-down associate-*l/ clear-num sum-log *-commutative flip-+
Counts
3 → 102
Calls
3 calls:
5.0ms
(/ y (- z a))
3.0ms
(+ x (* (/ y (- z a)) (- z t)))
16.0ms
(* (/ y (- z a)) (- z t))

series222.0ms

Counts
3 → 9
Calls
3 calls:
27.0ms
(/ y (- z a))
81.0ms
(+ x (* (/ y (- z a)) (- z t)))
113.0ms
(* (/ y (- z a)) (- z t))

simplify44.0ms

Algorithm
egg-herbie
Counts
111 → 111
Iterations

Useful iterations: 1 (10.0ms)

IterNodesCost
0416613
11659573
25001573

prune255.0ms

Pruning

4 alts after pruning (0 fresh and 4 done)

Merged error: 0b

regimes182.0ms

Accuracy

23.6% (1.0b remaining)

Error of 1.1b against oracle of 0.0b and baseline of 1.4b

bsearch1.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02518
12518

end0.0ms

sample530.0ms

Algorithm
intervals
Results
273.0ms8738×body80valid