Details

Time bar (total: 6.3s)

sample25.0ms

Algorithm
intervals
Results
12.0ms269×body80valid

simplify83.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 1 (5.0ms)

IterNodesCost
0205
1364
2594
31034
41734
52364
62654
73114
83754
95114
106744
1111794
1213004
1313084
1413084

prune6.0ms

Filtered
1 candidates to 1 candidates (100.0%)
Pruning

1 alts after pruning (1 fresh and 0 done)

PrunedKeptTotal
New101
Fresh011
Picked000
Done000
Total112

Merged error: 1.3b

Counts
2 → 1

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (* y (/ (- z t) (- a t))))
0.0b
(/ (- z t) (- a t))
2.9b
(* y (/ (- z t) (- a t)))

rewrite33.0ms

Algorithm
rewrite-expression-head
Rules
77×add-sqr-sqrt
72×*-un-lft-identity
51×times-frac
31×associate-*r*
28×add-cube-cbrt
22×distribute-lft-out-- difference-of-squares
10×add-exp-log add-cbrt-cube
pow1 associate-/r* associate-/l* add-log-exp
associate-/r/
expm1-log1p-u flip3-- fma-def associate-*l* flip-- log1p-expm1-u
cbrt-undiv div-exp prod-exp cbrt-unprod div-inv associate-/l/ unswap-sqr
+-commutative frac-2neg flip3-+ div-sub associate-*r/ pow-prod-down clear-num sum-log *-commutative flip-+
Counts
3 → 122
Calls
3 calls:
3.0ms
(+ x (* y (/ (- z t) (- a t))))
9.0ms
(/ (- z t) (- a t))
15.0ms
(* y (/ (- z t) (- a t)))

series213.0ms

Counts
3 → 9
Calls
3 calls:
82.0ms
(+ x (* y (/ (- z t) (- a t))))
56.0ms
(/ (- z t) (- a t))
75.0ms
(* y (/ (- z t) (- a t)))

simplify66.0ms

Algorithm
egg-herbie
Counts
131 → 131
Iterations

Useful iterations: 1 (16.0ms)

IterNodesCost
0433776
11705730
25002730

prune355.0ms

Filtered
131 candidates to 92 candidates (70.2%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1256131
Fresh000
Picked011
Done000
Total1257132

Merged error: 0b

Counts
132 → 7

localize11.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (- a t) (- z t))
0.0b
(+ x (* y (/ 1 (/ (- a t) (- z t)))))
0.5b
(/ 1 (/ (- a t) (- z t)))
2.9b
(* y (/ 1 (/ (- a t) (- z t))))

rewrite88.0ms

Algorithm
rewrite-expression-head
Rules
392×times-frac
337×add-sqr-sqrt
325×*-un-lft-identity
159×add-cube-cbrt
98×associate-*r*
82×distribute-lft-out-- difference-of-squares
36×add-exp-log associate-/r*
20×add-cbrt-cube
18×associate-/r/
15×div-exp
10×div-inv
flip3-- flip--
associate-/l*
pow1 cbrt-undiv prod-exp
add-log-exp
unswap-sqr
expm1-log1p-u rec-exp 1-exp log1p-expm1-u
fma-def associate-*l* cbrt-unprod
frac-2neg clear-num associate-/l/
+-commutative pow-flip flip3-+ div-sub associate-*r/ pow-prod-down sum-log un-div-inv *-commutative flip-+ inv-pow
Counts
4 → 349
Calls
4 calls:
9.0ms
(/ (- a t) (- z t))
4.0ms
(+ x (* y (/ 1 (/ (- a t) (- z t)))))
13.0ms
(/ 1 (/ (- a t) (- z t)))
35.0ms
(* y (/ 1 (/ (- a t) (- z t))))

series498.0ms

Counts
4 → 12
Calls
4 calls:
57.0ms
(/ (- a t) (- z t))
126.0ms
(+ x (* y (/ 1 (/ (- a t) (- z t)))))
153.0ms
(/ 1 (/ (- a t) (- z t)))
162.0ms
(* y (/ 1 (/ (- a t) (- z t))))

simplify127.0ms

Algorithm
egg-herbie
Counts
361 → 361
Iterations

Useful iterations: 1 (32.0ms)

IterNodesCost
09662881
148432588
250012588

prune906.0ms

Filtered
361 candidates to 217 candidates (60.1%)
Pruning

5 alts after pruning (5 fresh and 0 done)

PrunedKeptTotal
New3592361
Fresh235
Picked101
Done101
Total3635368

Merged error: 0b

Counts
368 → 5

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (- a t) (- z t))
0.0b
(+ x (/ y (/ (- a t) (- z t))))
3.0b
(/ y (/ (- a t) (- z t)))

rewrite63.0ms

Algorithm
rewrite-expression-head
Rules
218×times-frac
198×*-un-lft-identity
196×add-sqr-sqrt
92×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 expm1-log1p-u fma-def log1p-expm1-u
frac-2neg clear-num associate-/l/
+-commutative flip3-+ div-sub sum-log flip-+ distribute-lft-out
Counts
3 → 215
Calls
3 calls:
9.0ms
(/ (- a t) (- z t))
26.0ms
(+ x (/ y (/ (- a t) (- z t))))
12.0ms
(/ y (/ (- a t) (- z t)))

series343.0ms

Counts
3 → 9
Calls
3 calls:
50.0ms
(/ (- a t) (- z t))
131.0ms
(+ x (/ y (/ (- a t) (- z t))))
161.0ms
(/ y (/ (- a t) (- z t)))

simplify98.0ms

Algorithm
egg-herbie
Counts
224 → 224
Iterations

Useful iterations: 2 (76.0ms)

IterNodesCost
07111917
130951858
250011854

prune618.0ms

Filtered
224 candidates to 154 candidates (68.8%)
Pruning

5 alts after pruning (4 fresh and 1 done)

PrunedKeptTotal
New2222224
Fresh224
Picked011
Done000
Total2245229

Merged error: 0b

Counts
229 → 5

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (/ 1 (/ (/ (- a t) (- z t)) y)))
0.0b
(/ (- a t) (- z t))
0.6b
(/ 1 (/ (/ (- a t) (- z t)) y))
2.9b
(/ (/ (- a t) (- z t)) y)

rewrite179.0ms

Algorithm
rewrite-expression-head
Rules
1181×times-frac
798×*-un-lft-identity
795×add-sqr-sqrt
451×add-cube-cbrt
172×distribute-lft-out-- difference-of-squares
105×associate-/r*
39×associate-/l*
35×associate-/r/
32×add-exp-log
24×div-inv
20×add-cbrt-cube
19×div-exp
18×flip3-- flip--
10×cbrt-undiv
add-log-exp
pow1
expm1-log1p-u log1p-expm1-u
rec-exp fma-def frac-2neg 1-exp div-sub clear-num associate-/l/
distribute-lft-out
+-commutative pow-flip flip3-+ sum-log flip-+ inv-pow
Counts
4 → 635
Calls
4 calls:
70.0ms
(+ x (/ 1 (/ (/ (- a t) (- z t)) y)))
9.0ms
(/ (- a t) (- z t))
30.0ms
(/ 1 (/ (/ (- a t) (- z t)) y))
13.0ms
(/ (/ (- a t) (- z t)) y)

series515.0ms

Counts
4 → 12
Calls
4 calls:
186.0ms
(+ x (/ 1 (/ (/ (- a t) (- z t)) y)))
51.0ms
(/ (- a t) (- z t))
181.0ms
(/ 1 (/ (/ (- a t) (- z t)) y))
96.0ms
(/ (/ (- a t) (- z t)) y)

simplify122.0ms

Algorithm
egg-herbie
Counts
647 → 647
Iterations

Useful iterations: 1 (45.0ms)

IterNodesCost
018407534
150026318

prune1.3s

Filtered
647 candidates to 301 candidates (46.5%)
Pruning

5 alts after pruning (3 fresh and 2 done)

PrunedKeptTotal
New6461647
Fresh123
Picked011
Done011
Total6475652

Merged error: 0b

Counts
652 → 5

regimes137.0ms

Accuracy

0% (0.5b remaining)

Error of 0.5b against oracle of 0.0b and baseline of 0.5b

bsearch0.0ms

simplify2.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
02220
12220

end0.0ms

sample565.0ms

Algorithm
intervals
Results
292.0ms8708×body80valid
0.0msbody2560valid
0.0msbody640valid