Details

Time bar (total: 2.3s)

sample42.0ms

Algorithm
intervals
Results
14.0ms270×body80valid

simplify50.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (1.0ms)

IterNodesCost
0185
1335
2585
31015
41455
51785
62045
72645
83525
94415
107075
119065
1210225
1310445
1410445

prune4.0ms

Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 11.6b

Counts
2 → 1

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (/ (* y (- z t)) (- z a)))
0.0b
(* y (- z t))
11.6b
(/ (* y (- z t)) (- z a))

rewrite23.0ms

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:
7.0ms
(+ x (/ (* y (- z t)) (- z a)))
6.0ms
(* y (- z t))
8.0ms
(/ (* y (- z t)) (- z a))

series52.0ms

Counts
3 → 9
Calls
3 calls:
29.0ms
(+ x (/ (* y (- z t)) (- z a)))
7.0ms
(* y (- z t))
16.0ms
(/ (* y (- z t)) (- z a))

simplify41.0ms

Algorithm
egg-herbie
Counts
76 → 76
Iterations

Useful iterations: 1 (9.0ms)

IterNodesCost
0337381
11443342
25002342

prune90.0ms

Filtered
52 candidates to 76 candidates (-46.2%)
Pruning

4 alts after pruning (4 fresh and 0 done)

PrunedKeptTotal
New72476
Fresh000
Picked101
Done000
Total73477

Merged error: 0.0b

Counts
77 → 4

localize9.0ms

Local error

Found 3 expressions with local error:

0.0b
(+ x (* y (/ (- z t) (- z a))))
0.0b
(/ (- z t) (- z a))
2.0b
(* y (/ (- z t) (- z a)))

rewrite29.0ms

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))))
8.0ms
(/ (- z t) (- z a))
14.0ms
(* y (/ (- z t) (- z a)))

series53.0ms

Counts
3 → 9
Calls
3 calls:
29.0ms
(+ x (* y (/ (- z t) (- z a))))
9.0ms
(/ (- z t) (- z a))
16.0ms
(* y (/ (- z t) (- z a)))

simplify45.0ms

Algorithm
egg-herbie
Counts
122 → 122
Iterations

Useful iterations: 1 (10.0ms)

IterNodesCost
0423747
11655704
25001704

prune118.0ms

Filtered
82 candidates to 122 candidates (-48.8%)
Pruning

7 alts after pruning (6 fresh and 1 done)

PrunedKeptTotal
New1193122
Fresh033
Picked011
Done000
Total1197126

Merged error: 0b

Counts
126 → 7

localize12.0ms

Local error

Found 4 expressions with local error:

0.6b
(cbrt (- z t))
0.6b
(cbrt (- z t))
0.6b
(cbrt (- z t))
7.3b
(* (* (* (cbrt (- z t)) (cbrt (- z t))) y) (/ (cbrt (- z t)) (- z a)))

rewrite40.0ms

Algorithm
rewrite-expression-head
Rules
58×add-sqr-sqrt *-un-lft-identity
46×associate-*r*
40×cbrt-prod times-frac
30×cbrt-div
28×associate-*l/
26×add-cube-cbrt
25×add-exp-log
18×add-cbrt-cube
16×frac-times flip3-- flip-- distribute-lft-out-- difference-of-squares
13×pow1
12×prod-exp cbrt-unprod
pow-prod-down
associate-*r/
add-log-exp
cbrt-undiv pow1/3 div-exp
associate-/r/
associate-*l* *-commutative div-inv
Counts
4 → 132
Calls
4 calls:
3.0ms
(cbrt (- z t))
3.0ms
(cbrt (- z t))
3.0ms
(cbrt (- z t))
24.0ms
(* (* (* (cbrt (- z t)) (cbrt (- z t))) y) (/ (cbrt (- z t)) (- z a)))

series95.0ms

Counts
4 → 12
Calls
4 calls:
25.0ms
(cbrt (- z t))
26.0ms
(cbrt (- z t))
26.0ms
(cbrt (- z t))
18.0ms
(* (* (* (cbrt (- z t)) (cbrt (- z t))) y) (/ (cbrt (- z t)) (- z a)))

simplify87.0ms

Algorithm
egg-herbie
Counts
144 → 144
Iterations

Useful iterations: 2 (70.0ms)

IterNodesCost
06731584
132111432
250021370

prune155.0ms

Filtered
103 candidates to 144 candidates (-39.8%)
Pruning

7 alts after pruning (5 fresh and 2 done)

PrunedKeptTotal
New1440144
Fresh055
Picked011
Done011
Total1447151

Merged error: 0b

Counts
151 → 7

localize9.0ms

Local error

Found 4 expressions with local error:

0.0b
(+ x (/ 1 (/ (- z a) (* y (- z t)))))
0.0b
(* y (- z t))
0.2b
(/ 1 (/ (- z a) (* y (- z t))))
11.6b
(/ (- z a) (* y (- z t)))

rewrite44.0ms

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:
12.0ms
(+ x (/ 1 (/ (- z a) (* y (- z t)))))
6.0ms
(* y (- z t))
12.0ms
(/ 1 (/ (- z a) (* y (- z t))))
9.0ms
(/ (- z a) (* y (- z t)))

series81.0ms

Counts
4 → 12
Calls
4 calls:
25.0ms
(+ x (/ 1 (/ (- z a) (* y (- z t)))))
7.0ms
(* y (- z t))
35.0ms
(/ 1 (/ (- z a) (* y (- z t))))
15.0ms
(/ (- z a) (* y (- z t)))

simplify63.0ms

Algorithm
egg-herbie
Counts
153 → 153
Iterations

Useful iterations: 2 (50.0ms)

IterNodesCost
05351031
12535861
25001853

prune105.0ms

Filtered
85 candidates to 153 candidates (-80.0%)
Pruning

5 alts after pruning (3 fresh and 2 done)

PrunedKeptTotal
New1521153
Fresh224
Picked011
Done112
Total1555160

Merged error: 0b

Counts
160 → 5

regimes351.0ms

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

sample686.0ms

Algorithm
intervals
Results
321.0ms8732×body80valid
0.0msbody1280valid
0.0msbody160valid

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