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Arm backend: Update examples/arm/README.md#19756

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May 28, 2026
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Arm backend: Update examples/arm/README.md#19756
martinlsm merged 7 commits into
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@martinlsm martinlsm commented May 25, 2026

Make the README concise for setup, run.sh usage, example notebooks, applications, and helper scripts. Move broader backend documentation links to the backend README.

cc @digantdesai @freddan80 @per @zingo @oscarandersson8218 @mansnils @Sebastian-Larsson @robell @rascani

Copilot AI review requested due to automatic review settings May 25, 2026 11:49
@martinlsm martinlsm requested a review from digantdesai as a code owner May 25, 2026 11:49
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pytorch-bot Bot commented May 25, 2026

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/19756

Note: Links to docs will display an error until the docs builds have been completed.

❗ 1 Active SEVs

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❌ 2 New Failures, 4 Unrelated Failures

As of commit 581e9c6 with merge base 4741f3a (image):

NEW FAILURES - The following jobs have failed:

FLAKY - The following job failed but was likely due to flakiness present on trunk:

BROKEN TRUNK - The following jobs failed but was present on the merge base:

👉 Rebase onto the `viable/strict` branch to avoid these failures

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linux-foundation-easycla Bot commented May 25, 2026

CLA Signed
The committers listed above are authorized under a signed CLA.

@github-actions github-actions Bot added ciflow/trunk module: arm Issues related to arm backend labels May 25, 2026
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@pytorchbot label ciflow/trunk

@meta-cla meta-cla Bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label May 25, 2026
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@pytorchbot label "partner: arm"

@pytorch-bot pytorch-bot Bot added the partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm label May 25, 2026
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@pytorchbot label "release notes: arm"

@pytorch-bot pytorch-bot Bot added the release notes: arm Changes to the ARM backend delegate label May 25, 2026
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Pull request overview

This PR streamlines the Arm examples documentation by making examples/arm/README.md more concise (setup/run usage, example notebooks/apps/utilities) and relocating broader “getting started” documentation links into the Arm backend README.

Changes:

  • Rewrote examples/arm/README.md to focus on setup.sh / run.sh usage and to index notebooks, applications, and helper scripts.
  • Updated backends/arm/README.md to point to the hosted Arm backend tutorials/overview pages and to link the Ethos-U porting guide.

Reviewed changes

Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.

File Description
examples/arm/README.md Condenses setup/run guidance and adds a curated index of example notebooks/apps/utilities.
backends/arm/README.md Replaces local doc paths with hosted documentation links and adds a porting guide link.
Comments suppressed due to low confidence (5)

examples/arm/README.md:20

  • setup.sh generates setup-path scripts at arm-scratch/setup_path.{sh|fish} (see setup.sh log message). The README currently says it generates setup_path.sh scripts, which is slightly inaccurate and may hide the fish variant. Consider referencing setup_path.{sh|fish} or setup_path.sh/setup_path.fish explicitly.
`setup.sh` downloads the Arm cross-compilation toolchain and Corstone FVP
simulators, installs the Python dependencies for TOSA, Ethos-U Vela, and
Cortex-M/CMSIS-NN, and generates `setup_path.sh` scripts for adding those tools
to your environment. Optional flags also install VGF/MLSDK and Vulkan
dependencies.

examples/arm/README.md:80

  • Markdown list formatting looks off here: the nested "-" plus the following continuation lines are inconsistently indented, which can render as a separate list item/paragraph. Consider using the same "- link - description" pattern as the other entries and wrap the description with proper indentation.
- [image_classification_example_ethos_u](image_classification_example_ethos_u/)
  - End-to-end DEiT-Tiny image classification flow for Ethos-U, including
  model fine-tuning, export, bare-metal runtime build, and Corstone-320 FVP
  execution.
- [image_classification_example_vgf](image_classification_example_vgf/) -

examples/arm/README.md:34

  • Docs wording may be misleading here: run.sh invokes the Arm AOT compiler via python3 -m backends.arm.scripts.aot_arm_compiler (see run.sh), while examples/arm/aot_arm_compiler.py exists only as a deprecated compatibility wrapper. Consider calling out the canonical module/path to avoid steering users to the deprecated wrapper.
`run.sh` is an end-to-end helper for building and executing an Arm backend
example. It sources the `setup_path.sh` script generated by `setup.sh`, runs
`aot_arm_compiler.py` to convert the selected model to a `.pte` or `.bpte`,
builds the matching runner with CMake, and starts the simulator or runtime for

examples/arm/README.md:83

  • Link style inconsistency: this list uses trailing slashes for other directories (e.g., image_classification_example_vgf/) but super_resolution_example_vgf is linked without /. Using a consistent directory link style avoids confusion and works more reliably across different Markdown renderers.
- [image_classification_example_vgf](image_classification_example_vgf/) -
  DEiT-Tiny image classification flow for VGF host execution.
- [super_resolution_example_vgf](super_resolution_example_vgf) - Swin2SR image
  super-resolution.

examples/arm/README.md:94

  • Broken link: composable_quantizer_example.py is referenced here, but there is no such file under examples/arm/ (and a repo-wide search only finds this mention). Either add the script or update/remove the link to point at the correct location.
- [export_standalone_tosa_graph.py](export_standalone_tosa_graph.py) -
  Example of exporting a standalone TOSA graph with multiple outputs.
- [composable_quantizer_example.py](composable_quantizer_example.py) - Minimal
  script showing experimental composable quantizer use.

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Comment thread examples/arm/README.md
targets (using TOSA) but you can also use the Ethos-U example runner as an example
on Cortex-M if you do not delegate the model.
This directory contains documentation and scripts to
help you setup and run a PyTorch model on the Arm backend
Comment thread backends/arm/README.md Outdated
- [Arm Ethos-U tutorial](https://docs.pytorch.org/executorch/stable/backends/arm-ethos-u/tutorials/ethos-u-getting-started.html)
- [Arm VGF tutorial](https://docs.pytorch.org/executorch/stable/backends/arm-vgf/tutorials/vgf-getting-started.html)
- [Arm Cortex-M backend overview](https://docs.pytorch.org/executorch/stable/backends/arm-cortex-m/arm-cortex-m-overview.html)
- [Ethos-U porting guide](https://github.com/pytorch/executorch/blob/main/examples/arm/ethos-u-porting-guide.md)
Make the README concise for setup, run.sh usage, example
notebooks, applications, and helper scripts. Move broader backend
documentation links to the backend README.

Signed-off-by: Martin Lindström <Martin.Lindstroem@arm.com>
Change-Id: I6ec93eb0e0afcacc7bc114a7593366683a85f3fb
Copilot AI review requested due to automatic review settings May 26, 2026 07:40
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Pull request overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated 4 comments.

Comment thread examples/arm/README.md
targets (using TOSA) but you can also use the Ethos-U example runner as an example
on Cortex-M if you do not delegate the model.
This directory contains documentation and scripts to
help you setup and run a PyTorch model on the Arm backend
Comment thread examples/arm/README.md
Comment on lines +78 to +79
model fine-tuning, export, bare-metal runtime build, and Corstone-320 FVP
execution.
Comment thread examples/arm/README.md
execution.
- [image_classification_example_vgf](image_classification_example_vgf/) -
DEiT-Tiny image classification flow for VGF host execution.
- [super_resolution_example_vgf](super_resolution_example_vgf) - Swin2SR image
Comment thread backends/arm/README.md Outdated
- [Arm Ethos-U tutorial](https://docs.pytorch.org/executorch/stable/backends/arm-ethos-u/tutorials/ethos-u-getting-started.html)
- [Arm VGF tutorial](https://docs.pytorch.org/executorch/stable/backends/arm-vgf/tutorials/vgf-getting-started.html)
- [Arm Cortex-M backend overview](https://docs.pytorch.org/executorch/stable/backends/arm-cortex-m/arm-cortex-m-overview.html)
- [Ethos-U porting guide](https://github.com/pytorch/executorch/blob/main/examples/arm/ethos-u-porting-guide.md)
Comment thread backends/arm/README.md Outdated
Signed-off-by: Martin Lindström <Martin.Lindstroem@arm.com>
Change-Id: I0b468e91562fdff3ab11209f9fa96a9bed522200
Copilot AI review requested due to automatic review settings May 27, 2026 06:24
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Pull request overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated 2 comments.

Comment thread examples/arm/README.md Outdated
Comment thread examples/arm/README.md Outdated
Copilot AI review requested due to automatic review settings May 27, 2026 08:20
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Pull request overview

Copilot reviewed 2 out of 2 changed files in this pull request and generated no new comments.

Signed-off-by: Martin Lindström <Martin.Lindstroem@arm.com>
Change-Id: I277ed082b83548ea0b77091b687e0aff84e530eb
Copilot AI review requested due to automatic review settings May 27, 2026 13:18
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Copilot reviewed 2 out of 2 changed files in this pull request and generated no new comments.

@martinlsm martinlsm merged commit 5ca3207 into pytorch:main May 28, 2026
467 of 477 checks passed
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