Details

Time bar (total: 2.8s)

analyze5.0ms

Algorithm
search
Search
TrueOtherFalseIter
0%100%0%0
0%100%0%1
0%100%0%2
25%75%0%3
50%50%0%4
93.7%6.2%0%5
96.8%3.1%0%6
98.4%1.6%0%7
99.2%0.8%0%8
99.6%0.4%0%9
99.8%0.2%0%10
99.9%0.1%0%11
99.9%0%0%12
99.9%0%0%13
99.9%0%0%14

sample25.0ms

Algorithm
intervals
Results
19.0ms256×body80valid

simplify43.0ms

Algorithm
egg-herbie
Counts
1 → 1
Iterations

Useful iterations: 0 (41.0ms)

IterNodesCost
0500735

prune11.0ms

Filtered
1 candidates to 1 candidates (0.0%)
Pruning

2 alts after pruning (2 fresh and 0 done)

PrunedKeptTotal
New011
Fresh011
Picked000
Done000
Total022

Merged error: 0.0b

Counts
2 → 2

localize8.0ms

Local error

Found 3 expressions with local error:

0.0b
(/ (+ 1.0 (* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))) (+ 2.0 (* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))))
0.0b
(* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))
0.0b
(* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))

rewrite43.0ms

Algorithm
rewrite-expression-head
Rules
77×add-exp-log add-cbrt-cube
55×*-un-lft-identity
49×times-frac
31×add-sqr-sqrt
30×prod-exp cbrt-unprod
27×add-cube-cbrt
25×cbrt-undiv div-exp
24×swap-sqr
20×associate-*r* associate-*l*
18×associate-/r/
17×pow1
12×distribute-lft-out
10×flip3-+ flip-+
div-inv
associate-/r* associate-/l* add-log-exp
pow2 frac-times pow-plus associate-*r/ pow-prod-down associate-*l/ pow-sqr *-commutative pow-prod-up associate-/l/ unswap-sqr
frac-2neg clear-num
Counts
3 → 165
Calls
3 calls:
7.0ms
(/ (+ 1.0 (* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))) (+ 2.0 (* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))))
14.0ms
(* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))
15.0ms
(* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))

series14.0ms

Counts
3 → 9
Calls
3 calls:
7.0ms
(/ (+ 1.0 (* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))) (+ 2.0 (* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))))
3.0ms
(* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))
3.0ms
(* (/ (* 2.0 t) (+ 1.0 t)) (/ (* 2.0 t) (+ 1.0 t)))

simplify62.0ms

Algorithm
egg-herbie
Counts
174 → 174
Iterations

Useful iterations: 0 (41.0ms)

IterNodesCost
050612832

prune307.0ms

Filtered
108 candidates to 174 candidates (-61.1%)
Pruning

3 alts after pruning (3 fresh and 0 done)

PrunedKeptTotal
New1722174
Fresh011
Picked101
Done000
Total1733176

Merged error: 0.0b

Counts
176 → 3

localize11.0ms

Local error

Found 4 expressions with local error:

0.1b
(* t (/ t (* (+ 1.0 t) (+ 1.0 t))))
0.1b
(* t (/ t (* (+ 1.0 t) (+ 1.0 t))))
15.5b
(/ t (* (+ 1.0 t) (+ 1.0 t)))
15.5b
(/ t (* (+ 1.0 t) (+ 1.0 t)))

rewrite49.0ms

Algorithm
rewrite-expression-head
Rules
32×add-exp-log associate-/r/ add-cbrt-cube
30×associate-*r*
24×flip3-+ flip-+
22×add-sqr-sqrt
16×frac-times
14×add-cube-cbrt *-un-lft-identity times-frac
10×associate-*r/ prod-exp cbrt-unprod
pow1 cbrt-undiv div-exp associate-*l/
associate-*l* associate-/l*
div-inv add-log-exp unswap-sqr
frac-2neg pow-prod-down clear-num associate-/r* *-commutative
Counts
4 → 130
Calls
4 calls:
15.0ms
(* t (/ t (* (+ 1.0 t) (+ 1.0 t))))
13.0ms
(* t (/ t (* (+ 1.0 t) (+ 1.0 t))))
8.0ms
(/ t (* (+ 1.0 t) (+ 1.0 t)))
8.0ms
(/ t (* (+ 1.0 t) (+ 1.0 t)))

series13.0ms

Counts
4 → 12
Calls
4 calls:
3.0ms
(* t (/ t (* (+ 1.0 t) (+ 1.0 t))))
3.0ms
(* t (/ t (* (+ 1.0 t) (+ 1.0 t))))
3.0ms
(/ t (* (+ 1.0 t) (+ 1.0 t)))
4.0ms
(/ t (* (+ 1.0 t) (+ 1.0 t)))

simplify47.0ms

Algorithm
egg-herbie
Counts
142 → 142
Iterations

Useful iterations: 0 (35.0ms)

IterNodesCost
049661604
149661604

prune244.0ms

Filtered
106 candidates to 142 candidates (-34.0%)
Pruning

3 alts after pruning (2 fresh and 1 done)

PrunedKeptTotal
New1411142
Fresh112
Picked011
Done000
Total1423145

Merged error: 0b

Counts
145 → 3

localize17.0ms

Local error

Found 4 expressions with local error:

0.0b
(sqrt (* (/ t (+ t 1.0)) 2.0))
0.0b
(log (exp (/ (+ 1.0 (pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)) (+ 2.0 (pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)))))
0.6b
(pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)
0.6b
(pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)

rewrite34.0ms

Algorithm
rewrite-expression-head
Rules
34×*-un-lft-identity
23×log-pow
22×exp-prod
18×add-sqr-sqrt add-cube-cbrt
16×pow1 times-frac
unpow-prod-down pow-pow distribute-lft-out
add-exp-log pow-unpow sqrt-pow1
add-cbrt-cube add-log-exp
log-prod pow1/2 pow-prod-down sqrt-prod
pow-to-exp pow-exp associate-/r/ sqrt-pow2 sqr-pow
flip3-+ sqrt-div rem-log-exp associate-*l/ flip-+ div-inv
Counts
4 → 90
Calls
4 calls:
6.0ms
(sqrt (* (/ t (+ t 1.0)) 2.0))
11.0ms
(log (exp (/ (+ 1.0 (pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)) (+ 2.0 (pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)))))
7.0ms
(pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)
7.0ms
(pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)

series66.0ms

Counts
4 → 12
Calls
4 calls:
6.0ms
(sqrt (* (/ t (+ t 1.0)) 2.0))
33.0ms
(log (exp (/ (+ 1.0 (pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)) (+ 2.0 (pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)))))
14.0ms
(pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)
13.0ms
(pow (sqrt (* (/ t (+ t 1.0)) 2.0)) 4)

simplify48.0ms

Algorithm
egg-herbie
Counts
102 → 102
Iterations

Useful iterations: 0 (35.0ms)

IterNodesCost
049601953
149601953

prune258.0ms

Filtered
72 candidates to 102 candidates (-41.7%)
Pruning

3 alts after pruning (1 fresh and 2 done)

PrunedKeptTotal
New1020102
Fresh011
Picked011
Done011
Total1023105

Merged error: 0b

Counts
105 → 3

localize20.0ms

Local error

Found 4 expressions with local error:

1.5b
(pow (exp (/ t (* (+ t 1.0) (+ t 1.0)))) t)
1.8b
(log (pow (exp (/ t (* (+ t 1.0) (+ t 1.0)))) t))
15.5b
(/ t (* (+ 1.0 t) (+ 1.0 t)))
15.5b
(/ t (* (+ t 1.0) (+ t 1.0)))

rewrite32.0ms

Algorithm
rewrite-expression-head
Rules
24×associate-/r/
18×flip3-+ flip-+
16×pow-pow
15×add-exp-log exp-prod
14×add-sqr-sqrt add-cube-cbrt *-un-lft-identity add-cbrt-cube
12×frac-times
times-frac
log-prod
unpow-prod-down associate-*r/ associate-*l/ associate-/l*
pow1
cbrt-undiv div-exp add-log-exp
pow-unpow rem-log-exp div-inv
pow-to-exp frac-2neg pow-exp prod-exp clear-num associate-/r* cbrt-unprod sqr-pow
log-pow
Counts
4 → 108
Calls
4 calls:
6.0ms
(pow (exp (/ t (* (+ t 1.0) (+ t 1.0)))) t)
5.0ms
(log (pow (exp (/ t (* (+ t 1.0) (+ t 1.0)))) t))
8.0ms
(/ t (* (+ 1.0 t) (+ 1.0 t)))
9.0ms
(/ t (* (+ t 1.0) (+ t 1.0)))

series34.0ms

Counts
4 → 12
Calls
4 calls:
8.0ms
(pow (exp (/ t (* (+ t 1.0) (+ t 1.0)))) t)
20.0ms
(log (pow (exp (/ t (* (+ t 1.0) (+ t 1.0)))) t))
3.0ms
(/ t (* (+ 1.0 t) (+ 1.0 t)))
3.0ms
(/ t (* (+ t 1.0) (+ t 1.0)))

simplify58.0ms

Algorithm
egg-herbie
Counts
120 → 120
Iterations

Useful iterations: 0 (48.0ms)

IterNodesCost
049701349
149701349

prune450.0ms

Filtered
90 candidates to 120 candidates (-33.3%)
Pruning

3 alts after pruning (0 fresh and 3 done)

PrunedKeptTotal
New1200120
Fresh000
Picked011
Done022
Total1203123

Merged error: 0b

Counts
123 → 3

regimes40.0ms

Accuracy

99.9% (0.0b remaining)

Error of 0.0b against oracle of 0.0b and baseline of 12.8b

bsearch62.0ms

Steps
ItersRangePoint
8
-9.890045291099455e-307
5.006462633952804e-307
-1.68677853164453e-310
9
-40954.406467794535
-0.04059124263318215
-13.881544274386412

simplify1.0ms

Algorithm
egg-herbie
Iterations

Useful iterations: 0 (0.0ms)

IterNodesCost
04773
14773

end0.0ms

analyze5.0ms

Algorithm
search
Search
TrueOtherFalseIter
0%100%0%0
0%100%0%1
0%100%0%2
25%75%0%3
50%50%0%4
93.7%6.2%0%5
96.8%3.1%0%6
98.4%1.6%0%7
99.2%0.8%0%8
99.6%0.4%0%9
99.8%0.2%0%10
99.9%0.1%0%11
99.9%0%0%12
99.9%0%0%13
99.9%0%0%14

sample763.0ms

Algorithm
intervals
Results
663.0ms8000×body80valid

Profiling

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