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LTC Documentation #1021

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merged 20 commits into from
Jul 7, 2022
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@henrytwo henrytwo commented Jul 7, 2022

This PR adds documentation for the Lazy Tensor Core component of Torch-MLIR to help people get onboarded and understand the structure of the project.

https://github.com/llvm/torch-mlir/blob/henrytu/ltc_documentation/docs/ltc_backend.md

cc: @antoniojkim @ke1337

@henrytwo henrytwo self-assigned this Jul 7, 2022
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This is really excellent -- thanks!!

@henrytwo henrytwo merged commit 7bb010b into torch_mlir_ltc_backend Jul 7, 2022
@henrytwo henrytwo deleted the henrytu/ltc_documentation branch July 7, 2022 18:02
henrytwo added a commit that referenced this pull request Jul 8, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
henrytwo added a commit that referenced this pull request Jul 8, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
henrytwo added a commit that referenced this pull request Jul 12, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
antoniojkim pushed a commit that referenced this pull request Jul 15, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
antoniojkim pushed a commit that referenced this pull request Jul 19, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
antoniojkim pushed a commit that referenced this pull request Jul 22, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
henrytwo added a commit that referenced this pull request Jul 29, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
henrytwo added a commit that referenced this pull request Jul 29, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
henrytwo added a commit that referenced this pull request Jul 30, 2022
* Create ltc_backend.md

* Added introduction and examples

* Added descriptions for files from autogen

* Added remaining file descriptions

* architecture overview

* Added subheadings to architecture section

* Description for implementing custom backend

* Add graphics

* Future expansion

* Remove "location" in architecture section

* Updated LTC in readme

* Remove extra space in example

* Fix typo

* Reworded vendor compilation process

* Address PR review comments

* Updated diagrams

* Add kernel registration to diagram

* Address PR comments

* Create separate ltc_examples file

* PyBind -> pybind
qedawkins pushed a commit to nod-ai/torch-mlir that referenced this pull request Oct 3, 2022
* Generate datalayout in module.

Signed-off-by: Ettore Tiotto <[email protected]>

* Generate datalayout in module.

Signed-off-by: Ettore Tiotto <[email protected]>
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2 participants