Re: Fwd: Packaging TensorFlow for Debian
- To: Wookey <wookey01@arm.com>, debian-ai@lists.debian.org
- Subject: Re: Fwd: Packaging TensorFlow for Debian
- From: "M. Zhou" <lumin@debian.org>
- Date: Fri, 04 Jun 2021 07:59:07 +0000
- Message-id: <[🔎] bcfd9bfbad2b5a8a69ac50223c536cac51d49599.camel@riseup.net>
- In-reply-to: <20210529171819.GS32668@mail.wookware.org>
- References: <CAOZBPs6VEa7UKsS42Ei6w49sjOU8W5Cnv1hUuKG=DKEBp2PHVA@mail.gmail.com> <CAOZBPs4eQqm2O2aeRhnAsk0N9BydCFOZGGyeHdZnFm8Qy4j7Tg@mail.gmail.com> <CAOZBPs4_epe8Fq_MmUubOn5t7HPid9qVeaM4oK=cxYgjXbmfOA@mail.gmail.com> <20210331144516.GE11215@mail.wookware.org> <20210528010743.GR32668@mail.wookware.org> <8bc2dc3c404f7a436acb07d5acb4a29fdbf0ebec.camel@riseup.net> <20210529171819.GS32668@mail.wookware.org>
On Sat, 2021-05-29 at 18:18 +0100, Wookey wrote:
>
> > This is because some customized Ops/Kernels only NEED
> > libtensorflow_framework.so.*
>
> What exactly does the framework library do? (As opposed to the
> libtensorflow and libtensorflow_cc libraries?)
It does just what its literal meaning is. You should have found
the resulting libtensorflow, libtensorflow-cc, libtensorflow-python
libraries bulky. It's because they includes a relatively complete
set of Ops/Kernels.
For tensorflow-lite, you may have found it selects a relatively small
set of Ops/Kernels, in order to reduce the runtime size.
libtensorflow-framework is the tensorflow library without any
Ops/Kernels, namely the ``common'' components of tensorflow.
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