Details

Time bar (total: 2.6s)

sample24.0ms

Algorithm
intervals
Results
13.0ms326×body80valid

simplify102.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0153
1333
2633
31073
41483
51813
62203
73073
85873
911813
1023143
1137383
1250013

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 4.3b

localize10.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* (/ x y) (- z t)) t)
7.9b
(* (/ x y) (- z t))

rewrite31.0ms

Algorithm
rewrite-expression-head
Rules
41×add-sqr-sqrt
36×*-un-lft-identity prod-diff
34×add-cube-cbrt
22×distribute-rgt-in associate-+l+ distribute-lft-in
13×associate-*l*
10×times-frac
add-exp-log add-cbrt-cube
associate-*r*
pow1 sub-neg add-log-exp
expm1-log1p-u frac-times flip3-- associate-*r/ prod-exp flip-- cbrt-unprod log1p-expm1-u unswap-sqr
cbrt-undiv +-commutative fma-def flip3-+ div-exp pow-prod-down associate-*l/ sum-log *-commutative flip-+ div-inv distribute-lft-out-- difference-of-squares
Counts
2 → 98
Calls
2 calls:
10.0ms
(+ (* (/ x y) (- z t)) t)
17.0ms
(* (/ x y) (- z t))

series91.0ms

Counts
2 → 6
Calls
2 calls:
33.0ms
(+ (* (/ x y) (- z t)) t)
58.0ms
(* (/ x y) (- z t))

simplify52.0ms

Algorithm
egg-herbie
Counts
104 → 104
Iterations

Useful iterations: 2 (43.0ms)

IterNodesCost
0468779
11866547
25001533

prune225.0ms

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.0b

localize7.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* x (/ (- z t) y)) t)
5.9b
(* x (/ (- z t) y))

rewrite22.0ms

Algorithm
rewrite-expression-head
Rules
23×add-sqr-sqrt
19×associate-*r*
18×*-un-lft-identity
16×times-frac
12×add-cube-cbrt
add-exp-log add-cbrt-cube
pow1 add-log-exp
associate-*l* distribute-lft-out-- difference-of-squares
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u unswap-sqr
cbrt-undiv +-commutative fma-def flip3-+ associate-*r/ div-exp pow-prod-down sum-log *-commutative flip-+ div-inv
Counts
2 → 54
Calls
2 calls:
6.0ms
(+ (* x (/ (- z t) y)) t)
15.0ms
(* x (/ (- z t) y))

series84.0ms

Counts
2 → 6
Calls
2 calls:
38.0ms
(+ (* x (/ (- z t) y)) t)
46.0ms
(* x (/ (- z t) y))

simplify37.0ms

Algorithm
egg-herbie
Counts
60 → 60
Iterations

Useful iterations: 2 (32.0ms)

IterNodesCost
0278320
11160296
25002281

prune128.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0b

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ (* (/ 1 1) (/ (* (- z t) x) y)) t)
0.0b
(* (- z t) x)
7.9b
(/ (* (- z t) x) y)

rewrite35.0ms

Algorithm
rewrite-expression-head
Rules
11×add-sqr-sqrt
10×add-exp-log add-cbrt-cube
*-un-lft-identity
add-cube-cbrt
pow1 associate-*l* add-log-exp
associate-*l/
expm1-log1p-u times-frac associate-*r* associate-/r* log1p-expm1-u
cbrt-undiv flip3-- div-exp prod-exp flip-- cbrt-unprod associate-/l/
+-commutative fma-def frac-2neg flip3-+ pow-prod-down clear-num sum-log *-commutative flip-+ div-inv associate-/l* distribute-lft-out-- difference-of-squares unswap-sqr
Counts
3 → 63
Calls
3 calls:
13.0ms
(+ (* (/ 1 1) (/ (* (- z t) x) y)) t)
13.0ms
(* (- z t) x)
7.0ms
(/ (* (- z t) x) y)

series105.0ms

Counts
3 → 9
Calls
3 calls:
32.0ms
(+ (* (/ 1 1) (/ (* (- z t) x) y)) t)
32.0ms
(* (- z t) x)
41.0ms
(/ (* (- z t) x) y)

simplify40.0ms

Algorithm
egg-herbie
Counts
72 → 72
Iterations

Useful iterations: 2 (35.0ms)

IterNodesCost
0314352
11267300
25001289

prune158.0ms

Pruning

4 alts after pruning (3 fresh and 1 done)

Merged error: 0b

localize9.0ms

Local error

Found 2 expressions with local error:

0.0b
(+ (* (/ 1 1) (/ (- z t) (/ y x))) t)
8.1b
(/ (- z t) (/ y x))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
119×times-frac
86×add-sqr-sqrt *-un-lft-identity
58×add-cube-cbrt
14×distribute-lft-out-- difference-of-squares
13×associate-/r*
add-exp-log add-cbrt-cube div-inv
associate-/l*
add-log-exp
cbrt-undiv div-exp
pow1 expm1-log1p-u log1p-expm1-u associate-/l/
+-commutative flip3-- fma-def frac-2neg flip3-+ div-sub clear-num sum-log associate-/r/ flip-- flip-+
Counts
2 → 117
Calls
2 calls:
16.0ms
(+ (* (/ 1 1) (/ (- z t) (/ y x))) t)
12.0ms
(/ (- z t) (/ y x))

series79.0ms

Counts
2 → 6
Calls
2 calls:
37.0ms
(+ (* (/ 1 1) (/ (- z t) (/ y x))) t)
43.0ms
(/ (- z t) (/ y x))

simplify60.0ms

Algorithm
egg-herbie
Counts
123 → 123
Iterations

Useful iterations: 2 (50.0ms)

IterNodesCost
0634988
12394929
25001928

prune298.0ms

Pruning

4 alts after pruning (2 fresh and 2 done)

Merged error: 0b

regimes147.0ms

Accuracy

16.4% (1.6b remaining)

Error of 1.7b against oracle of 0.0b and baseline of 2.0b

bsearch85.0ms

Steps
ItersRangePoint
9
2.6602052001566417e-69
4.722547691935533e-63
3.883331615003378e-63
8
-1.5230638671296283e-49
-4.399726738550524e-53
-1.5034737663276773e-49

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
03110
13310
23310

end0.0ms

sample695.0ms

Algorithm
intervals
Results
435.0ms10592×body80valid