Details

Time bar (total: 3.5s)

sample21.0ms

Algorithm
intervals
Results
9.0ms282×body80valid

simplify57.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (2.0ms)

IterNodesCost
0215
1355
2565
3945
41505
51855
62035
72305
82805
93685
104575
117235
129225
1310385
1410605
1510605

prune2.0ms

Filtered
1 candidates to 0 candidates (0.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 0.9b

Counts
2 → 1

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (* y (/ (- z t) (- z a))))
0.0b
(/ (- z t) (- z a))
1.4b
(* y (/ (- z t) (- z a)))

rewrite28.0ms

Algorithm
rewrite-expression-head
Rules
76×add-sqr-sqrt
71×*-un-lft-identity
51×times-frac
31×associate-*r*
27×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/
flip3-- associate-*l* flip--
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 → 113
Calls
3 calls:
3.0ms
(+ x (* y (/ (- z t) (- z a))))
7.0ms
(/ (- z t) (- z a))
13.0ms
(* y (/ (- z t) (- z a)))

series182.0ms

Counts
3 → 9
Calls
3 calls:
75.0ms
(+ x (* y (/ (- z t) (- z a))))
44.0ms
(/ (- z t) (- z a))
64.0ms
(* y (/ (- z t) (- z a)))

simplify46.0ms

Algorithm
egg-herbie
Counts
122 → 122
Iterations

Useful iterations: 1 (10.0ms)

IterNodesCost
0423747
11655704
25001704

prune239.0ms

Filtered
122 candidates to 83 candidates (68.0%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1166122
Fresh000
Picked011
Done000
Total1167123

Merged error: 0b

Counts
123 → 7

localize10.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (* y (/ 1 (/ (- z a) (- z t)))))
0.0b
(/ (- z a) (- z t))
0.6b
(/ 1 (/ (- z a) (- z t)))
1.4b
(* y (/ 1 (/ (- z a) (- z t))))

rewrite78.0ms

Algorithm
rewrite-expression-head
Rules
392×times-frac
336×add-sqr-sqrt
324×*-un-lft-identity
158×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
rec-exp 1-exp
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 → 338
Calls
4 calls:
2.0ms
(+ x (* y (/ 1 (/ (- z a) (- z t)))))
7.0ms
(/ (- z a) (- z t))
11.0ms
(/ 1 (/ (- z a) (- z t)))
31.0ms
(* y (/ 1 (/ (- z a) (- z t))))

series333.0ms

Counts
4 → 12
Calls
4 calls:
79.0ms
(+ x (* y (/ 1 (/ (- z a) (- z t)))))
47.0ms
(/ (- z a) (- z t))
94.0ms
(/ 1 (/ (- z a) (- z t)))
113.0ms
(* y (/ 1 (/ (- z a) (- z t))))

simplify110.0ms

Algorithm
egg-herbie
Counts
350 → 350
Iterations

Useful iterations: 2 (80.0ms)

IterNodesCost
09542831
147752542
250022256

prune542.0ms

Filtered
350 candidates to 183 candidates (52.3%)
Pruning

5 alts after pruning (4 fresh and 1 done)

PrunedKeptTotal
New3491350
Fresh235
Picked101
Done011
Total3525357

Merged error: 0b

Counts
357 → 5

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (/ (* y (- z t)) (- z a)))
0.0b
(* y (- z t))
12.8b
(/ (* y (- z t)) (- z a))

rewrite27.0ms

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:
10.0ms
(+ x (/ (* y (- z t)) (- z a)))
6.0ms
(* y (- z t))
8.0ms
(/ (* y (- z t)) (- z a))

series174.0ms

Counts
3 → 9
Calls
3 calls:
74.0ms
(+ x (/ (* y (- z t)) (- z a)))
39.0ms
(* y (- z t))
61.0ms
(/ (* y (- z t)) (- z a))

simplify42.0ms

Algorithm
egg-herbie
Counts
76 → 76
Iterations

Useful iterations: 1 (11.0ms)

IterNodesCost
0337381
11443342
25002342

prune126.0ms

Filtered
76 candidates to 51 candidates (67.1%)
Pruning

5 alts after pruning (3 fresh and 2 done)

PrunedKeptTotal
New75176
Fresh123
Picked011
Done011
Total76581

Merged error: 0b

Counts
81 → 5

localize9.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (/ 1 (/ (- z a) (* y (- z t)))))
0.0b
(* y (- z t))
0.4b
(/ 1 (/ (- z a) (* y (- z t))))
12.8b
(/ (- z a) (* y (- z t)))

rewrite46.0ms

Algorithm
rewrite-expression-head
Rules
58×times-frac
45×*-un-lft-identity
44×add-sqr-sqrt
32×add-exp-log
28×add-cube-cbrt
20×add-cbrt-cube
14×div-exp
12×associate-*r/ associate-/r*
11×associate-/r/
associate-/l*
pow1 cbrt-undiv flip3-- flip-- div-inv distribute-lft-out-- difference-of-squares
add-log-exp
associate-*r* prod-exp
rec-exp 1-exp associate-*l* cbrt-unprod
distribute-rgt-in sub-neg frac-2neg distribute-lft-in clear-num associate-/l/ distribute-lft-out
+-commutative pow-flip flip3-+ div-sub pow-prod-down sum-log *-commutative flip-+ inv-pow unswap-sqr
Counts
4 → 141
Calls
4 calls:
15.0ms
(+ x (/ 1 (/ (- z a) (* y (- z t)))))
6.0ms
(* y (- z t))
11.0ms
(/ 1 (/ (- z a) (* y (- z t))))
8.0ms
(/ (- z a) (* y (- z t)))

series357.0ms

Counts
4 → 12
Calls
4 calls:
70.0ms
(+ x (/ 1 (/ (- z a) (* y (- z t)))))
40.0ms
(* y (- z t))
194.0ms
(/ 1 (/ (- z a) (* y (- z t))))
52.0ms
(/ (- z a) (* y (- z t)))

simplify67.0ms

Algorithm
egg-herbie
Counts
153 → 153
Iterations

Useful iterations: 2 (51.0ms)

IterNodesCost
05351031
12535861
25001853

prune208.0ms

Filtered
153 candidates to 85 candidates (55.6%)
Pruning

5 alts after pruning (2 fresh and 3 done)

PrunedKeptTotal
New1530153
Fresh022
Picked011
Done022
Total1535158

Merged error: 0b

Counts
158 → 5

regimes197.0ms

Accuracy

0% (1.2b remaining)

Error of 1.2b against oracle of 0.0b and baseline of 1.2b

bsearch0.0ms

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
0125
1125

end0.0ms

sample568.0ms

Algorithm
intervals
Results
316.0ms8718×body80valid
0.0msbody160valid

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