Details

Time bar (total: 40.5s)

sample307.0ms

Algorithm
intervals
Results
68.0ms24×body1280valid
34.0ms341×body80nan
19.0ms168×body80valid
14.0ms35×body640valid
8.0ms23×body640nan
6.0ms14×body1280nan
6.0ms23×body320valid
1.0msbody320nan
1.0msbody160valid
0.0msbody160nan

simplify6.2s

Counts
1 → 1
Iterations
IterNodes
done5010
72894
61606
5890
4445
3209
298
141
018

prune14.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 42.7b

localize89.0ms

Local error

Found 4 expressions with local error:

0.0b
(/ (* (sqrt 2.0) t) (sqrt (- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l))))
0.5b
(* (sqrt 2.0) t)
11.9b
(- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l))
21.3b
(sqrt (- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l)))

rewrite242.0ms

Algorithm
rewrite-expression-head
Rules
17×add-sqr-sqrt
13×sqrt-prod
12×*-un-lft-identity add-cube-cbrt
11×add-cbrt-cube add-exp-log
pow1
associate-/r* times-frac associate-*l* add-log-exp
expm1-log1p-u sqrt-div insert-posit16 log1p-expm1-u
flip3-- associate-*r* flip--
cbrt-undiv div-exp prod-exp associate--l+ associate-/r/ cbrt-unprod unswap-sqr
distribute-rgt-in rem-sqrt-square clear-num sub-neg frac-2neg distribute-lft-in sqrt-pow1 pow1/2 fma-neg diff-log prod-diff pow-prod-down *-commutative div-inv associate-/l*
Counts
4 → 94
Calls
4 calls:
80.0ms
(/ (* (sqrt 2.0) t) (sqrt (- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l))))
14.0ms
(* (sqrt 2.0) t)
60.0ms
(- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l))
82.0ms
(sqrt (- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l)))

series4.1s

Counts
4 → 12
Calls
4 calls:
923.0ms
(/ (* (sqrt 2.0) t) (sqrt (- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l))))
73.0ms
(* (sqrt 2.0) t)
534.0ms
(- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l))
2.6s
(sqrt (- (* (/ (+ x 1.0) (- x 1.0)) (+ (* l l) (* 2.0 (* t t)))) (* l l)))

simplify3.6s

Counts
106 → 106
Iterations
IterNodes
done5001
21721
1476
0182

prune1.6s

Pruning

4 alts after pruning (4 fresh and 0 done)

Merged error: 3.1b

localize114.0ms

Local error

Found 4 expressions with local error:

0.5b
(* (sqrt 2.0) t)
3.2b
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
9.0b
(/ (* 4.0 (* t t)) x)
26.7b
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

rewrite61.0ms

Algorithm
rewrite-expression-head
Rules
15×add-sqr-sqrt add-cbrt-cube add-exp-log
10×*-un-lft-identity add-cube-cbrt
pow1 sqrt-prod
associate-*l*
expm1-log1p-u prod-exp cbrt-unprod insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv associate-/r* times-frac div-exp associate-*r*
unswap-sqr
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 pow-prod-down *-commutative fma-udef div-inv associate-/l*
Counts
4 → 78
Calls
4 calls:
24.0ms
(* (sqrt 2.0) t)
1.0ms
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
26.0ms
(/ (* 4.0 (* t t)) x)
4.0ms
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

series764.0ms

Counts
4 → 12
Calls
4 calls:
66.0ms
(* (sqrt 2.0) t)
139.0ms
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
37.0ms
(/ (* 4.0 (* t t)) x)
522.0ms
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

simplify2.7s

Counts
90 → 90
Iterations
IterNodes
done5001
21236
1354
0146

prune1.4s

Pruning

7 alts after pruning (6 fresh and 1 done)

Merged error: 3.0b

localize128.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (* (cbrt (sqrt 2.0)) (cbrt (sqrt 2.0))) (* (cbrt (sqrt 2.0)) t))
3.2b
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
9.0b
(/ (* 4.0 (* t t)) x)
26.7b
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

rewrite153.0ms

Algorithm
rewrite-expression-head
Rules
25×add-exp-log
19×add-cbrt-cube
17×pow1
11×prod-exp cbrt-unprod
add-sqr-sqrt pow-prod-down
*-un-lft-identity add-cube-cbrt
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv associate-/r* times-frac div-exp sqrt-prod
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 associate-*r* associate-*l* *-commutative fma-udef div-inv associate-/l*
Counts
4 → 78
Calls
4 calls:
95.0ms
(* (* (cbrt (sqrt 2.0)) (cbrt (sqrt 2.0))) (* (cbrt (sqrt 2.0)) t))
2.0ms
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
41.0ms
(/ (* 4.0 (* t t)) x)
6.0ms
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

series825.0ms

Counts
4 → 12
Calls
4 calls:
79.0ms
(* (* (cbrt (sqrt 2.0)) (cbrt (sqrt 2.0))) (* (cbrt (sqrt 2.0)) t))
148.0ms
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
64.0ms
(/ (* 4.0 (* t t)) x)
533.0ms
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

simplify3.1s

Counts
90 → 90
Iterations
IterNodes
done5001
21466
1396
0152

prune1.2s

Pruning

8 alts after pruning (6 fresh and 2 done)

Merged error: 3.0b

localize105.0ms

Local error

Found 4 expressions with local error:

0.3b
(* (sqrt (sqrt 2.0)) (* (sqrt (sqrt 2.0)) t))
3.2b
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
9.0b
(/ (* 4.0 (* t t)) x)
26.7b
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

rewrite112.0ms

Algorithm
rewrite-expression-head
Rules
18×add-cbrt-cube add-exp-log
12×sqrt-prod
11×add-sqr-sqrt
10×pow1 *-un-lft-identity add-cube-cbrt
associate-*l*
prod-exp cbrt-unprod
expm1-log1p-u insert-posit16 log1p-expm1-u add-log-exp
cbrt-undiv associate-/r* times-frac div-exp pow-prod-down
rem-sqrt-square clear-num frac-2neg sqrt-pow1 pow1/2 associate-*r* *-commutative fma-udef div-inv associate-/l*
Counts
4 → 80
Calls
4 calls:
71.0ms
(* (sqrt (sqrt 2.0)) (* (sqrt (sqrt 2.0)) t))
1.0ms
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
30.0ms
(/ (* 4.0 (* t t)) x)
3.0ms
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

series818.0ms

Counts
4 → 12
Calls
4 calls:
66.0ms
(* (sqrt (sqrt 2.0)) (* (sqrt (sqrt 2.0)) t))
143.0ms
(fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x)))
36.0ms
(/ (* 4.0 (* t t)) x)
572.0ms
(sqrt (fma 2.0 (* t t) (fma 2.0 (/ l (/ x l)) (/ (* 4.0 (* t t)) x))))

simplify3.5s

Counts
92 → 92
Iterations
IterNodes
done5001
21350
1383
0153

prune1.2s

Pruning

10 alts after pruning (7 fresh and 3 done)

Merged error: 3.0b

regimes1.6s

Accuracy

77.2% (5.3b remaining)

Error of 9.0b against oracle of 3.7b and baseline of 27.0b

bsearch365.0ms

Steps
ItersRangePoint
8
2.0215799830271626e+96
1.863612731888614e+99
1.4235245726759946e+99
7
-8.62882115661326e+99
-1.9133687329772835e+98
-6.629018353342802e+99

simplify43.0ms

Iterations
IterNodes
done52
152
045

end0.0ms

sample6.2s

Algorithm
intervals
Results
1.3s10091×body80nan
1.2s5042×body80valid
553.0ms1038×body640valid
544.0ms356×body160valid
488.0ms903×body1280valid
351.0ms607×body1280nan
293.0ms661×body320valid
244.0ms627×body640nan
195.0ms335×body320nan
82.0ms186×body160nan