Tensorize has been used in several places throughout the project but not very clearly documented, we will need one or a few tutorials in demonstrating what it is and how can be use it to run micro kernels etc.
tqchen
All 13 comments
cc @cowanmeg @merrymercy @tmoreau89
tqchen
on 4 Jul 2018
I think it'd be a good idea to incorporate an ARM example with a bit-serial tensor kernel.
We can also use a VTA tensorization example, but the tutorial will be less straightforward. @cowanmeg - do you think we can put one together with your ARM bit-serial kernel, including the definition of the tensor intrinsic?
The only issue I see at the moment is that this tutorial will have to execute on ARM, so it's not quite straightforward to just deploy on any test setup.
tmoreau89
on 5 Jul 2018
I feel tutorial on cpu is also good enough for demonstrating. I can help with that.
yzhliu
on 5 Jul 2018
Did we agree on who would get started on the CPU tensorization tutorial @yzhliu @cowanmeg ?
tmoreau89
on 13 Jul 2018
Yes, sounds good!
cowanmeg
on 13 Jul 2018
@cowanmeg would you like to contribute the tutorial? or I can start to work on it from this weekend.
yzhliu
on 17 Jul 2018
I have some time this week too. My example is for adding an ARM microkernel, but it would be great if you have an x86 example so that people can run it.
cowanmeg
on 18 Jul 2018
@cowanmeg @yzhliu any updates?
tqchen
on 8 Aug 2018
not yet from my side ...
yzhliu
on 8 Aug 2018
I would like to revive this thread @cowanmeg @yzhliu ,please follow up on this
tqchen
on 15 Sep 2018
I'm writing and investigating the problem I mentioned in int8 PR #1680 - I feel it is a bug.
yzhliu
on 15 Sep 2018
yzhliu
on 26 Sep 2018
1774 get merged
tqchen
on 4 Oct 2018
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Most helpful comment
I feel tutorial on cpu is also good enough for demonstrating. I can help with that.