[extropy-chat] Greetings
Eugen Leitl
eugen at leitl.org
Fri Dec 9 11:14:49 UTC 2005
On Thu, Dec 08, 2005 at 11:38:55PM -0800, Neil H. wrote:
> On 12/8/05, Derek Zahn <DerekZahn at msn.com> wrote:
> >
> > My primary interest has always been AI (I was a PhD student in AI back
> > then), and I recently was woken up from a temporary slumber when I read
> > about the specs of the upcoming PS3 gaming machine -- in terms of raw flops,
The flops are not that hot, but the SPEs can do very well with
in-register SIMD on integers. Think of a register as a modest-sized
small-integer array. And SPEs have oodles of registers.
> > the standard projections for processing power (if not storage or bandwidth)
> > got a kick in the butt by the gaming industry the last few years, and it
> > might almost be time to start paying attention again to AI again.
I'm glad other folks have noticed The Cell. I would like to point out
that a Cell simulator is available from IBM, if you run a modestly beefy
Fedora Core 4 (x86 or x86_64 are both supported). Performance is awful,
of course, but you can start coding and debugging now.
A primitive spiking neuron model (e.g. Amygdala) is likely to
do a couple of 10^6 realtime neurons peak on a single Cell. The memory
streams at 25 GByte/s max, so considerable cleverness in structure
compactness, layout, and access patterns (this is not a cache,
but you will have to fill up 8x256 MByte, so there will
be strides) will be required.
PS3 has been promised a Linux kit, and might come with 1-3 GBit Ethernet
ports each, so vanilla MPI can give you a modest supercomputer on a single
shelf (but make sure there's enough airflow).
So what are you going to do with it?
>
> Hello Derek!
>
> I'm actually a PhD student right now doing AI-ish things. Would you mind
> elaborating on what you worked on, and your thoughts on future directions?
--
Eugen* Leitl <a href="http://leitl.org">leitl</a> http://leitl.org
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