Details

Time bar (total: 7.0s)

sample66.0ms

Algorithm
intervals
Results
40.0ms278×body80valid

simplify60.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 2 (6.0ms)

IterNodesCost
06211
113211
237710
3110510
4359910
5500110

prune44.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

Merged error: 29.4b

localize21.0ms

Local error

Found 4 expressions with local error:

0.1b
(fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771)
0.1b
(fma (fma z 3.13060547623 11.1667541262) z t)
3.2b
(/ y (fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771))
28.5b
(fma (/ y (fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771)) (fma (fma (fma (fma z 3.13060547623 11.1667541262) z t) z a) z b) x)

rewrite4.0ms

Algorithm
rewrite-expression-head
Rules
12×add-sqr-sqrt add-cube-cbrt *-un-lft-identity
9×times-frac
6×add-exp-log add-cbrt-cube
4×pow1 expm1-log1p-u log1p-expm1-u add-log-exp
3×associate-/r* fma-udef associate-/l*
1×cbrt-undiv frac-2neg div-exp clear-num div-inv
Counts
4 → 59
Calls
4 calls:
0.0ms
(fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771)
0.0ms
(fma (fma z 3.13060547623 11.1667541262) z t)
2.0ms
(/ y (fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771))
0.0ms
(fma (/ y (fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771)) (fma (fma (fma (fma z 3.13060547623 11.1667541262) z t) z a) z b) x)

series244.0ms

Counts
4 → 12
Calls
4 calls:
7.0ms
(fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771)
6.0ms
(fma (fma z 3.13060547623 11.1667541262) z t)
42.0ms
(/ y (fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771))
189.0ms
(fma (/ y (fma (fma (fma (+ z 15.234687407) z 31.4690115749) z 11.9400905721) z 0.607771387771)) (fma (fma (fma (fma z 3.13060547623 11.1667541262) z t) z a) z b) x)

simplify108.0ms

Algorithm
egg-herbie
Counts
71 → 71
Iterations

Useful iterations: 3 (100.0ms)

IterNodesCost
0265578
1824514
23565508
35001506

prune1.0s

Pruning

5 alts after pruning (4 fresh and 1 done)

Merged error: 0.3b

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ 3.13060547623 (/ t (pow z 2)))
3.3b
(fma y (+ 3.13060547623 (/ t (pow z 2))) x)
7.8b
(/ t (pow z 2))

rewrite17.0ms

Algorithm
rewrite-expression-head
Rules
24×times-frac
23×*-un-lft-identity
21×add-sqr-sqrt add-cube-cbrt
12×unpow-prod-down
8×add-exp-log associate-/r*
5×add-cbrt-cube add-log-exp
4×unpow2 sqr-pow
3×pow1 expm1-log1p-u fma-def div-exp log1p-expm1-u associate-/l*
1×cbrt-undiv +-commutative pow-to-exp frac-2neg flip3-+ pow-exp clear-num sum-log flip-+ fma-udef div-inv distribute-lft-out
Counts
3 → 78
Calls
3 calls:
11.0ms
(+ 3.13060547623 (/ t (pow z 2)))
0.0ms
(fma y (+ 3.13060547623 (/ t (pow z 2))) x)
4.0ms
(/ t (pow z 2))

series30.0ms

Counts
3 → 9
Calls
3 calls:
7.0ms
(+ 3.13060547623 (/ t (pow z 2)))
18.0ms
(fma y (+ 3.13060547623 (/ t (pow z 2))) x)
6.0ms
(/ t (pow z 2))

simplify134.0ms

Algorithm
egg-herbie
Counts
87 → 87
Iterations

Useful iterations: 3 (127.0ms)

IterNodesCost
0255428
1904369
24494360
35001359

prune597.0ms

Pruning

6 alts after pruning (5 fresh and 1 done)

Merged error: 0.3b

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ 3.13060547623 (* t (/ 1 (pow z 2))))
0.2b
(/ 1 (pow z 2))
3.3b
(fma y (+ 3.13060547623 (* t (/ 1 (pow z 2)))) x)
7.7b
(* t (/ 1 (pow z 2)))

rewrite26.0ms

Algorithm
rewrite-expression-head
Rules
56×add-sqr-sqrt times-frac
42×*-un-lft-identity
38×add-cube-cbrt
33×add-exp-log
28×associate-*r*
23×unpow-prod-down
12×div-exp
11×add-cbrt-cube
10×prod-exp
9×unpow2 unswap-sqr sqr-pow
8×associate-/r*
6×pow1 pow-to-exp rec-exp 1-exp pow-exp add-log-exp
4×expm1-log1p-u log1p-expm1-u
3×fma-def associate-*l* associate-/l*
2×cbrt-undiv cbrt-unprod div-inv
1×+-commutative pow-flip frac-2neg flip3-+ associate-*r/ pow-prod-down clear-num sum-log un-div-inv *-commutative flip-+ fma-udef inv-pow
Counts
4 → 150
Calls
4 calls:
2.0ms
(+ 3.13060547623 (* t (/ 1 (pow z 2))))
4.0ms
(/ 1 (pow z 2))
0.0ms
(fma y (+ 3.13060547623 (* t (/ 1 (pow z 2)))) x)
15.0ms
(* t (/ 1 (pow z 2)))

series35.0ms

Counts
4 → 12
Calls
4 calls:
7.0ms
(+ 3.13060547623 (* t (/ 1 (pow z 2))))
2.0ms
(/ 1 (pow z 2))
18.0ms
(fma y (+ 3.13060547623 (* t (/ 1 (pow z 2)))) x)
8.0ms
(* t (/ 1 (pow z 2)))

simplify52.0ms

Algorithm
egg-herbie
Counts
162 → 162
Iterations

Useful iterations: 2 (43.0ms)

IterNodesCost
0434778
11825629
25001545

prune907.0ms

Pruning

6 alts after pruning (4 fresh and 2 done)

Merged error: 0.3b

localize15.0ms

Local error

Found 4 expressions with local error:

1.0b
(cbrt 3.13060547623)
1.0b
(cbrt 3.13060547623)
3.3b
(fma y (fma (* (cbrt 3.13060547623) (cbrt 3.13060547623)) (cbrt 3.13060547623) (* t (/ 1 (pow z 2)))) x)
7.7b
(* t (/ 1 (pow z 2)))

rewrite19.0ms

Algorithm
rewrite-expression-head
Rules
40×add-sqr-sqrt
32×times-frac
28×associate-*r*
26×*-un-lft-identity
24×add-exp-log
22×add-cube-cbrt
11×unpow-prod-down
10×prod-exp
9×add-cbrt-cube unswap-sqr
6×pow1 cbrt-prod div-exp
5×unpow2 sqr-pow
4×expm1-log1p-u log1p-expm1-u add-log-exp
3×pow-to-exp rec-exp 1-exp associate-*l* pow-exp
2×pow1/3 cbrt-unprod
1×cbrt-undiv associate-*r/ pow-prod-down un-div-inv *-commutative fma-udef div-inv
Counts
4 → 101
Calls
4 calls:
0.0ms
(cbrt 3.13060547623)
0.0ms
(cbrt 3.13060547623)
0.0ms
(fma y (fma (* (cbrt 3.13060547623) (cbrt 3.13060547623)) (cbrt 3.13060547623) (* t (/ 1 (pow z 2)))) x)
14.0ms
(* t (/ 1 (pow z 2)))

series30.0ms

Counts
4 → 8
Calls
4 calls:
0.0ms
(cbrt 3.13060547623)
0.0ms
(cbrt 3.13060547623)
24.0ms
(fma y (fma (* (cbrt 3.13060547623) (cbrt 3.13060547623)) (cbrt 3.13060547623) (* t (/ 1 (pow z 2)))) x)
6.0ms
(* t (/ 1 (pow z 2)))

simplify43.0ms

Algorithm
egg-herbie
Counts
109 → 109
Iterations

Useful iterations: 2 (36.0ms)

IterNodesCost
0358542
11487438
25001388

prune800.0ms

Pruning

7 alts after pruning (5 fresh and 2 done)

Merged error: 0.3b

regimes1.0s

Accuracy

97.6% (0.7b remaining)

Error of 1.1b against oracle of 0.5b and baseline of 27.7b

bsearch71.0ms

Steps
ItersRangePoint
10
2.62719356460989e+36
3.4031891274073317e+50
4.181054614657702e+44
4
-9.466811589050639e+61
-5.642773001378069e+61
-5.762274207242838e+61

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04315
14315

end0.0ms

sample1.6s

Algorithm
intervals
Results
1.3s8916×body80valid