Details

Time bar (total: 6.5s)

sample27.0ms

Algorithm
intervals
Results
12.0ms255×body80valid
0.0ms1×body320valid

simplify104.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
03310
17910
221010
348310
491010
5151610
6281810
7500110

prune3.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 27.9b

localize16.0ms

Local error

Found 4 expressions with local error:

0.0b
(* (+ x y) z)
1.9b
(+ (* (+ x y) z) (* (+ t y) a))
3.1b
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
26.2b
(/ (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (+ (+ x t) y))

rewrite146.0ms

Algorithm
rewrite-expression-head
Rules
40×*-un-lft-identity
20×add-sqr-sqrt
18×add-cube-cbrt
15×times-frac
13×distribute-lft-out
11×add-log-exp
10×associate-*l/
8×add-exp-log add-cbrt-cube
7×flip3-+ flip-+
6×pow1
5×associate-/r*
4×expm1-log1p-u associate-*l* frac-add log1p-expm1-u
3×fma-neg associate-*r* prod-diff associate-/l*
2×flip3-- diff-log sum-log associate-/r/ flip-- associate-/l/
1×cbrt-undiv +-commutative sub-neg fma-def frac-2neg div-sub div-exp pow-prod-down prod-exp associate--l+ clear-num *-commutative cbrt-unprod div-inv unswap-sqr
Counts
4 → 105
Calls
4 calls:
10.0ms
(* (+ x y) z)
6.0ms
(+ (* (+ x y) z) (* (+ t y) a))
41.0ms
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
85.0ms
(/ (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (+ (+ x t) y))

series950.0ms

Counts
4 → 12
Calls
4 calls:
26.0ms
(* (+ x y) z)
63.0ms
(+ (* (+ x y) z) (* (+ t y) a))
124.0ms
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
736.0ms
(/ (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (+ (+ x t) y))

simplify98.0ms

Algorithm
egg-herbie
Counts
117 → 117
Iterations

Useful iterations: 2 (84.0ms)

IterNodesCost
05681186
125261087
250011076

prune480.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 9.5b

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ 1 (+ (+ x t) y))
1.9b
(+ (* (+ x y) z) (* (+ t y) a))
3.1b
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
26.3b
(* (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (/ 1 (+ (+ x t) y)))

rewrite207.0ms

Algorithm
rewrite-expression-head
Rules
62×*-un-lft-identity
33×add-sqr-sqrt
32×times-frac
26×add-cube-cbrt
21×associate-*r* distribute-lft-out
17×add-exp-log
11×add-cbrt-cube add-log-exp
10×associate-*l/
7×pow1 flip3-+ flip-+
5×associate-/r*
4×expm1-log1p-u div-exp frac-add prod-exp associate-/r/ log1p-expm1-u
3×flip3-- fma-neg associate-*l* prod-diff flip-- associate-/l* unswap-sqr
2×cbrt-undiv frac-times rec-exp diff-log 1-exp sum-log cbrt-unprod div-inv
1×+-commutative sub-neg pow-flip fma-def frac-2neg associate-*r/ pow-prod-down associate--l+ clear-num un-div-inv *-commutative inv-pow
Counts
4 → 133
Calls
4 calls:
18.0ms
(/ 1 (+ (+ x t) y))
6.0ms
(+ (* (+ x y) z) (* (+ t y) a))
41.0ms
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
136.0ms
(* (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (/ 1 (+ (+ x t) y)))

series944.0ms

Counts
4 → 12
Calls
4 calls:
67.0ms
(/ 1 (+ (+ x t) y))
59.0ms
(+ (* (+ x y) z) (* (+ t y) a))
114.0ms
(- (+ (* (+ x y) z) (* (+ t y) a)) (* y b))
705.0ms
(* (- (+ (* (+ x y) z) (* (+ t y) a)) (* y b)) (/ 1 (+ (+ x t) y)))

simplify98.0ms

Algorithm
egg-herbie
Counts
145 → 145
Iterations

Useful iterations: 2 (83.0ms)

IterNodesCost
06061370
129541192
250011143

prune467.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 9.5b

localize17.0ms

Local error

Found 4 expressions with local error:

0.2b
(/ 1 (/ (+ (+ x t) y) (fma z (+ x y) (- (* (+ t y) a) (* y b)))))
1.9b
(- (* (+ t y) a) (* y b))
2.0b
(fma z (+ x y) (- (* (+ t y) a) (* y b)))
26.2b
(/ (+ (+ x t) y) (fma z (+ x y) (- (* (+ t y) a) (* y b))))

rewrite74.0ms

Algorithm
rewrite-expression-head
Rules
150×*-un-lft-identity
132×times-frac
70×add-sqr-sqrt add-cube-cbrt
48×distribute-lft-out
22×associate-/r*
17×add-exp-log
11×add-cbrt-cube
8×div-exp associate-/l*
6×div-inv add-log-exp
5×pow1
4×cbrt-undiv expm1-log1p-u log1p-expm1-u
2×rec-exp frac-2neg 1-exp clear-num associate-/l/
1×sub-neg flip3-- pow-flip flip3-+ fma-neg diff-log prod-diff associate-/r/ flip-- flip-+ fma-udef inv-pow
Counts
4 → 167
Calls
4 calls:
25.0ms
(/ 1 (/ (+ (+ x t) y) (fma z (+ x y) (- (* (+ t y) a) (* y b)))))
6.0ms
(- (* (+ t y) a) (* y b))
0.0ms
(fma z (+ x y) (- (* (+ t y) a) (* y b)))
34.0ms
(/ (+ (+ x t) y) (fma z (+ x y) (- (* (+ t y) a) (* y b))))

series937.0ms

Counts
4 → 12
Calls
4 calls:
673.0ms
(/ 1 (/ (+ (+ x t) y) (fma z (+ x y) (- (* (+ t y) a) (* y b)))))
33.0ms
(- (* (+ t y) a) (* y b))
113.0ms
(fma z (+ x y) (- (* (+ t y) a) (* y b)))
118.0ms
(/ (+ (+ x t) y) (fma z (+ x y) (- (* (+ t y) a) (* y b))))

simplify91.0ms

Algorithm
egg-herbie
Counts
179 → 179
Iterations

Useful iterations: 2 (60.0ms)

IterNodesCost
04962605
122282401
250022286

prune452.0ms

Pruning

10 alts after pruning (9 fresh and 1 done)

Merged error: 3.5b

localize5.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify4.0ms

Algorithm
egg-herbie
Counts
0 → 0
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
000

prune0.0ms

Pruning

10 alts after pruning (8 fresh and 2 done)

Merged error: 3.5b

regimes644.0ms

Accuracy

83.4% (4.0b remaining)

Error of 8.3b against oracle of 4.4b and baseline of 28.3b

bsearch3.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
03632
13632

end0.0ms

sample679.0ms

Algorithm
intervals
Results
393.0ms7999×body80valid
0.0ms1×body320valid