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Lazy evaluation & performance
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Date: 2000-02-21 (17:13)
From: Benoit de Boursetty <debourse@e...>
Subject: Lazy evaluation & performance

Has anybody done benchmarks to eval the cost of lazy computation
encapsulation, in terms of time, memory, garbage collection? I have no
idea of how this is implemented...

Here's my personal case :

There is a function f which I want to compute for several arguments

let f x =
  let intermediate_value = ... in

only that I want to compute it thoroughly just for the x_i that has the
highest intermediate_value among x_i's. This intermediate value is used
anyway for the [end] part.

Naive design (design a):

let f x =
  let intermediate_value = ... in
  (intermediate_value, lazy [end])
the lazy computation of the [end] being forced only for the x_i that has
the highest intermediate_value

Another possible design (less elegant) (design b):

let intermediate_value x =
  let intermediate_value = ... in

let f x =

I compute the intermediate value and then recompute all over again
for the x I want to compute.

Comparison of time costs:

  B is the cost for [beginning]
  E is the cost for [end]
  L is the cost for encapsulating the lazy computation of [end]
design a costs n*(B+L) + E
design b costs (n+1)*B + E
(very roughly I suppose)

Clearly, deciding which design to adopt is a trade-off depending on n, B,
L. I suppose L also depends on the number of results from [beginning] that
the computer will need to "remember" for [end]? Also, encapsulating lazy
computations means more memory allocation, means more garbage collecting,
doesn't it?

In my case the efficiency bottleneck is E not B, and n is about 10 (i.e.
high) so I'm not expecting a wonderful overall time gain. I'm just
wondering if it's costly to implement it in the way that corresponds best
to reality (design a). "B" is only a dozen flops.

Could anybody give me a hint about the order of magnitude of L?

Thanks very much in advance for your answers.

Benoit de Boursetty.