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Posted to commits@tvm.apache.org by GitBox <gi...@apache.org> on 2020/09/08 16:26:02 UTC
[GitHub] [incubator-tvm] tqchen opened a new issue #6421: [RFC] v0.7 Release Planning
tqchen opened a new issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421
Thanks for everyone who works every hard to bring awesome features. This RFC to plan for v0.7 release. The community has always been focusing on high quality releases.
One of the major highlight in the past cycle is that we have gone through major refactors to make sure we have a fresh new foundation for new things we want to develop, and there are also exciting new features such as auto scheduler and uTVM coming in.
Considering the nature of the new foundational change. We propose to focus of this release on landing key foundational changes we have made -- for example the new TIR/target and pass infra, since they affect the API itself.
Because we are landing new features in a fast pace, we might include experimental features(that does not affect API itself) that may still need stablization, and work to cut another release after these features stablizes. For example, my understanding is that the auto_scheduler(ansor) and intiial uTVM would be part of this release as an experimental feature, but we would continue to polish the features in the incoming cycle.
Please share your thoughts. In particular what are the foundational changes that need to be included in this release.
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[GitHub] [incubator-tvm] zhiics commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
zhiics commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-702523862
@comaniac cool, thanks. We plan to make a cut tomorrow.
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[GitHub] [incubator-tvm] comaniac commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689065625
1. Is the error reporting feature included in this release as an experimental feature or it would be in the next release?
2. For the experimental features, auto_scheduler and uTVM, would that be better to decorate their entry points with something like `@experiment` so that it pops a warning to tell users this feature is experimental (and maybe the actions we expect users to take when they encounter issues)?
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[GitHub] [incubator-tvm] comaniac commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699060362
> At this point, we should focus on stablization, so we don't have to rush in features like Vitis-AI and TensorRT and can do them in the v0.8 cycle(for better stablization). We should instead list PRs that contains necessary fixes that need to be inlcuded.
Make sense. Removed them from the list.
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[GitHub] [incubator-tvm] comaniac commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699048824
A brief summary of the related PRs missed in the current release note candidates. Not sure if all of them have to be listed so just for reference. Except for the note followed by the PR indicating its status, all PRs listed here are merged.
Automatic Scheduling (Experimental)
* [AutoTVM][Ansor] Enable random fill and CPU cache flush for AutoTVM and Ansor (#6391)
* [Minor] Fix typos in Ansor (#6425)
* [TUTORIAL][ANSOR] Using the template-free auto-scheduler on CPU (#6488)
* [ANSOR] Auto-scheduler tutorial for GPU and necessary refactor/fix (#6512)
* [Ansor] Parallel the InitPopulation (#6512)
* [Ansor][FLAKY] Bug fix for compute at mutation error (#6557)
BYOC
* [BYOC][CONTRIB] Vitis-AI codegen integration (#6343) -- expected to merge in 2 weeks.
* [BYOC][ETHOSN] Introduce further operator support (#6355)
* [BYOC][JSON] Support input nodes with multiple entries (#6368)
* [BYOC][TensorRT] TensorRT BYOC integration (#6368) -- expected to merge in 2 weeks.
* [BYOC][ACL] Add maximum support for float32 (#6506)
* [BYOC][ACL] Support add operation (#6532) -- expected to merge in 1 week.
* [BYOC][ETHOSN] Fix tests for new module API (#6560) -- expected to merge in 1 week.
TVMC(Experimental)
* [tvmc] Introduce 'tune' subcommand (part 3/4) (#6537) -- expected to merge in 1 week.
* TVMC part 4/4: Tutorial -- not filed yet but I suppose it's required if we list TVMC as an experimental feature in 0.7 (cc @leandron, @u99127).
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[GitHub] [incubator-tvm] ZihengJiang commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
ZihengJiang commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-698662747
@apache/tvm-committers @jroesch @u99127 @comaniac
We have a release note candidate here: https://github.com/apache/incubator-tvm/issues/6486
Please comment it if you have anything want to be added into this release or other opinion.
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[GitHub] [incubator-tvm] ZihengJiang commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
ZihengJiang commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699131319
@comaniac Thanks for checking! I have added missing ones except those are not merged yet.
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[GitHub] [incubator-tvm] leandron commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-701464685
> > So, #6537 and #6578 would be the final two PRs to complete the first version of `tvmc`.
>
> Per offline discussion with @leandron, the final PR for TVMC would be a simple tutorial planned to be sent by tomorrow. We will do our best to review and merge them before Oct 1st.
The mentioned tutorial PR is https://github.com/apache/incubator-tvm/pull/6597
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[GitHub] [incubator-tvm] ZihengJiang commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
ZihengJiang commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-702473210
@leandron @comaniac @tqchen
We are still waiting CI for #6597 and #6578 . I have added them into the release note and let's merge them tomorrow morning.
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[GitHub] [incubator-tvm] tqchen commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689014050
@ZihengJiang and @zhiics have kindly agreed to serve as release managers for this release
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[GitHub] [incubator-tvm] jroesch commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
jroesch commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689066886
@comaniac if we land the final error reporting PR it removes the existing error reporting from type checker completely, I think we should either choose to ship it this release or delay until next release. One worry is that there will probably be a period of stability where we iterate/polish on new errors.
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[GitHub] [incubator-tvm] comaniac commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-702523318
@ZihengJiang both were merged.
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[GitHub] [incubator-tvm] tqchen commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699708521
Let us aim for Oct 1st as the tentative date for the release cutting. would be great to merge #6537 before then
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[GitHub] [incubator-tvm] tqchen commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
At this point, we should focus on stablization, so we don't have to rush in features like Vitis-AI and TensorRT and we do them in v0.8 cycle(for better stablization). We should instead list PRs that contains necessary fixes that need to be inlcuded.
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[GitHub] [incubator-tvm] tqchen edited a comment on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
At this point, we should focus on stablization, so we don't have to rush in features like Vitis-AI and TensorRT and we do them in v0.8 cycle(for better stablization). We should instead list PRs that contains necessary fixes that need to be inlcuded.
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[GitHub] [incubator-tvm] leandron edited a comment on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
leandron edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699170320
> TVMC(Experimental)
> * [tvmc] Introduce 'tune' subcommand (part 3/4) (#6537) -- expected to merge in 1 week.
> * TVMC part 4/4: Tutorial -- not filed yet but I suppose it's required if we list TVMC as an experimental feature in 0.7 (cc @leandron, @u99127).
@comaniac, yes, it would be great to merge #6537 before the release, lets try to solve all the issues early next week; Also, "part 4/4", related to `tvmc run` is coming very soon, Monday max, and it would be great to have it as well, so that we have the first package complete
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[GitHub] [incubator-tvm] tqchen edited a comment on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-698978632
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[GitHub] [incubator-tvm] zhiics commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
zhiics commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689079996
Yeah, I also prefer to document it instead of throwing many warnings. In addition, we have some checker in the codebase claiming that some APIs will be deprecated in the next release. We probably want to take some actions on them as well.
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[GitHub] [incubator-tvm] comaniac edited a comment on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699048824
A brief summary of the related PRs missed in the current release note candidates. Not sure if all of them have to be listed so just for reference. Except for the note followed by the PR indicating its status, all PRs listed here are merged.
Automatic Scheduling (Experimental)
* [AutoTVM][Ansor] Enable random fill and CPU cache flush for AutoTVM and Ansor (#6391)
* [Minor] Fix typos in Ansor (#6425)
* [TUTORIAL][ANSOR] Using the template-free auto-scheduler on CPU (#6488)
* [ANSOR] Auto-scheduler tutorial for GPU and necessary refactor/fix (#6512)
* [Ansor] Parallel the InitPopulation (#6512)
* [Ansor][FLAKY] Bug fix for compute at mutation error (#6557)
BYOC
* [BYOC][ETHOSN] Introduce further operator support (#6355)
* [BYOC][JSON] Support input nodes with multiple entries (#6368)
* [BYOC][ACL] Add maximum support for float32 (#6506)
* [BYOC][ACL] Support add operation (#6532) -- expected to merge in 1 week.
* [BYOC][ETHOSN] Fix tests for new module API (#6560) -- expected to merge in 1 week.
TVMC(Experimental)
* [tvmc] Introduce 'tune' subcommand (part 3/4) (#6537) -- expected to merge in 1 week.
* TVMC part 4/4: Tutorial -- not filed yet but I suppose it's required if we list TVMC as an experimental feature in 0.7 (cc @leandron, @u99127).
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[GitHub] [incubator-tvm] tqchen commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689015798
Of course the the date would depends on the status of the release, because we should always aim for quality. Based on our past experience, it might takes a few weeks.
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[GitHub] [incubator-tvm] leandron commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699170320
> TVMC(Experimental)
> * [tvmc] Introduce 'tune' subcommand (part 3/4) (#6537) -- expected to merge in 1 week.
> * TVMC part 4/4: Tutorial -- not filed yet but I suppose it's required if we list TVMC as an experimental feature in 0.7 (cc @leandron, @u99127).
@comaniac, yes, it would be great to merge #6537 before, lets try to solve all the issues early next week; Also, "part 4/4", related to `tvmc run` is coming very soon, Monday max, and it would be great to have it as well, so that we have the first package complete
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[GitHub] [incubator-tvm] junrushao1994 commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
junrushao1994 commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689014924
Do we have a target date for the release?
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[GitHub] [incubator-tvm] tqchen commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-698978632
Also jump in here. Let us plan to cut a release next week. At this point we should "freeze the features", but please suggest a list of PRs(fixes) that need to be merged.
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[GitHub] [incubator-tvm] comaniac commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689070783
> @comaniac if we land the final error reporting PR it removes the existing error reporting from type checker completely, I think we should either choose to ship it this release or delay until next release. One worry is that there will probably be a period of stability where we iterate/polish on new errors.
Make sense to me (including the worry as well). Different from auto_scheduler and uTVM, error reporting is not just a standalone module that users can completely ignore, so we should be more careful.
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[GitHub] [incubator-tvm] u99127 commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
u99127 commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-692754302
I'd like to see the tvmc work to be functional before we cut the release please. I'd also like to see the Ethos-N PRs land as well.
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[GitHub] [incubator-tvm] tqchen commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-689078005
I agree that we should mark certain features as initial support/experimental in the release note. We could also come up with documentation tags to mark the feature as experimental. I am less certain sure about shooting a warning for each function call, as they harm the overall user experience, perhaps we can start with the release note and docs?
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[GitHub] [incubator-tvm] tqchen edited a comment on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
Thanks @comaniac . At this point, we should focus on stablization, so we don't have to rush in features like Vitis-AI and TensorRT and we do them in v0.8 cycle(for better stablization). We should instead list PRs that contains necessary fixes that need to be inlcuded.
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[GitHub] [incubator-tvm] tqchen commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-702882967
https://github.com/apache/incubator-tvm/tree/v0.7
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[GitHub] [incubator-tvm] leandron commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
leandron commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-700164567
> Let us aim for Oct 1st as the tentative date for the release cutting. would be great to merge #6537 before then
So, #6537 and #6578 would be the final two PRs to complete the first version of `tvmc`.
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[GitHub] [incubator-tvm] tqchen closed issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen closed issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421
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[GitHub] [incubator-tvm] comaniac commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-700202536
> So, #6537 and #6578 would be the final two PRs to complete the first version of `tvmc`.
Per offline discussion with @leandron, the final PR for TVMC would be a simple tutorial planned to be sent by tomorrow. We will do our best to review and merge them before Oct 1st.
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[GitHub] [incubator-tvm] tqchen edited a comment on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
tqchen edited a comment on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-699054679
At this point, we should focus on stablization, so we don't have to rush in features like Vitis-AI and TensorRT and can do them in the v0.8 cycle(for better stablization). We should instead list PRs that contains necessary fixes that need to be inlcuded.
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[GitHub] [incubator-tvm] comaniac commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
comaniac commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-702474229
> @leandron @comaniac @tqchen
> We are still waiting CI for #6597 and #6578 . I have added them into the release note and let's merge them tomorrow morning.
Thanks. I am actually waiting to merge them today but still waiting for their CIs.
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[GitHub] [incubator-tvm] ZihengJiang commented on issue #6421: [RFC] v0.7 Release Planning
Posted by GitBox <gi...@apache.org>.
ZihengJiang commented on issue #6421:
URL: https://github.com/apache/incubator-tvm/issues/6421#issuecomment-698662747
@apache/tvm-committers @jroesch @u99127 @comaniac
We have a release note candidate here: https://github.com/apache/incubator-tvm/issues/6486
Please comment it if you have anything want to be added into this release or other opinion.
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