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Release/0.6 #9862

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Summary

[PLEASE REMOVE] See CONTRIBUTING.md's Pull Requests for ExecuTorch PR guidelines.

[PLEASE REMOVE] If this PR closes an issue, please add a Fixes #<issue-id> line.

[PLEASE REMOVE] If this PR introduces a fix or feature that should be the upcoming release notes, please add a "Release notes: " label. For a list of available release notes labels, check out CONTRIBUTING.md's Pull Requests.

Test plan

[PLEASE REMOVE] How did you test this PR? Please write down any manual commands you used and note down tests that you have written if applicable.

pytorchbot and others added 10 commits March 27, 2025 13:20
Summary: Making it internal till fully converted & leveraging the OSS
API.

Differential Revision: D71952366

Co-authored-by: Anthony Shoumikhin <anthony@shoumikh.in>
### Summary
So that we can still build third-party projects.

### Test plan
CI

Co-authored-by: Mengwei Liu <larryliu0820@users.noreply.github.com>
### Summary
There is a bug when there is a constant_pad between two convolutions. In
order to minimize permutes associated with memory format changes, we
sometimes compute ops in NHWC. This is the case for ConstantPad when it
is between two convs:

```
    a = conv(a)
    a = constant_pad(a, paddings=[1, 2, 3, 4])
    a = conv(a)
```

in this case we need to make sure the paddings given to constant_pad are
also permuted to nhwc.

### Test plan
python install_executorch.py --editable

python -m unittest
backends.xnnpack.test.ops.test_static_constant_pad.TestStaticConstantPad.test_fp32_static_constant_pad_nhwc

Co-authored-by: Max Ren <40742183+mcr229@users.noreply.github.com>
Co-authored-by: Hansong <107070759+kirklandsign@users.noreply.github.com>
going from .rst to md for the main docs page and cleaned up the content
for easier use

Co-authored-by: Jesse White <5281939+byjlw@users.noreply.github.com>
For android demo, use links in pytorch-labs/executorch-examples
Remove references to old demo app
Add video

Co-authored-by: Hansong <107070759+kirklandsign@users.noreply.github.com>
Co-authored-by: Hansong <107070759+kirklandsign@users.noreply.github.com>
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pytorch-bot bot commented Apr 2, 2025

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/9862

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

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@facebook-github-bot facebook-github-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 Apr 2, 2025
@metascroy metascroy closed this Apr 2, 2025
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This PR needs a release notes: label

If your changes are user facing and intended to be a part of release notes, please use a label starting with release notes:.

If not, please add the topic: not user facing label.

To add a label, you can comment to pytorchbot, for example
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4 participants