This PR is a follow-up of #18965
- Fix incorrect variable names in Relax dataflow code example (`lv0` →
`lv`, `b` → `n`) in
`docs/deep_dive/relax/learning.rst`
- Fix `func.time_evaluator(func.entry_name, ...)` to
`func.time_evaluator("add_one", ...)`
in `docs/how_to/tutorials/cross_compilation_and_rpc.py`, since
`entry_name` is a class
constant `"main"` but the compiled function is named `"add_one"`
- Fix typo `tvfm.testing` → `tvm.testing` in
`docs/how_to/dev/pytest_target_parametrization.rst`
- Add missing `tvm.relax.frontend.tflite` automodule entry to
`docs/reference/api/python/relax/frontend.rst`
This PR starts the step 0 to phase out relay from the current
development main branch. This PR focuses on the python
components of relay, autotvm, auto_scheduler. To make the change
manageable, we will also do followup steps on te.Schedule and
c++ components in followup PRs.
To continue support community members who depends on
legacy flows, the [v0.19.0](https://github.com/apache/tvm/tree/v0.19.0)
branch will continue contain these components.
As noted in [discussion on phasing out legacy components](https://discuss.tvm.apache.org/t/phasing-out-legacy-components/17703/30),
this would help us to do two purposes:
- By removing outdated or redundant elements, we can significantly
reduce complexity and improve maintainability.
- Unify our focus: Concentrating our efforts on the new unity flow
will allow for more efficient development and innovation.
It is also a good opportunity for us to revisit and reduce CI time.
The past relay legacy flow contains a lot of end to end tests that
requires hardware resources to run and causing long CI time.
Moving onwards, we can focus more on unit-tests that focuses
on structural equality and runs within seconds, while be mindful
about tests that requires hardware resources (by restricting them
to specific folders and CI nightly in some cases).
---
Co-authored-by: Siyuan Feng <hzfengsy@sjtu.edu.cn>
This adds a short lint to ensure that all files have a single trailing newline and no trailing whitespaces. This PR is in two commits, one to add the check and another to fix currently offending files in the repo. See https://github.com/apache/tvm/pull/13058/commits/ba2c2e235e2a16d62fdeed959044c65012d9f942 for just the significant changes. Auto-corrections applied with
```
pre-commit run --all-files
```
* Documentation Refactor - Stage 1
RFC: https://github.com/apache/tvm-rfcs/blob/main/rfcs/0027-formalize-documentation-organization.md
Tracking Issue: https://github.com/apache/tvm/issues/8987
Stage 1 of the documentation refactor reorganizes the docs structure,
moving files (without content changes) and adding new scaffolding to
generate the proper document tree.
It does not address naming, style, content, links, or other existing
content in documents that were moved. State 2 will address fixing these
issues with existing content.
Major changes include but are not limited to:
* Dividing the existing tutorials into two sections:
* Tutorials
* How Tos
* Moving all of the existing tutorials out of the `/tutorial`
directory and into the more general `/gallery` directory.
* Breaking up how-tos into individual sections for more
flexibility and more consistent rendering.
* Moving content into new classifications:
* `/docs/arch` for architecture guides
* `/docs/reference` for API guides and other reference material
* `/docs/topic` for topic specific guides such as microTVM and VTA
* Restructuring `/docs/dev`
* Adding a table of contents to the doc index
* Adding instructions on how to install using third-party tlcpack
* Documentation Refactor - Stage 2
RFC: https://github.com/apache/tvm-rfcs/blob/main/rfcs/0027-formalize-documentation-organization.md
Tracking Issue: https://github.com/apache/tvm/issues/8987
Stage 2 of the documentation refactor fixes naming and links
in the documentation to be consistent with the overall structure.
Major changes include:
* an update to how to contribute to docs.
* several updated index pages with title changes to match
the organization style and bring consistency to the sections
* expanded descriptions of some page collections
* fixed links
* Documentation Refactor - Stage 3
RFC: https://github.com/apache/tvm-rfcs/blob/main/rfcs/0027-formalize-documentation-organization.md
Tracking Issue: https://github.com/apache/tvm/issues/8987
Stage 3 of the documentation refactor adjusts CI for the new structure.
The CI build script takes into account the new gallery format. It
also prevents deleting existing documents, and takes advantage of the
`_staging` and `_build` directories to clean out previous builds.
Shushi Hong