Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

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@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

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@facebook-github-botfacebook-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 Jun 13, 2025
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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
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Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Skip to content

Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

Conversation

@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

As of commit 5589d40 with merge base 7bd15b9 (image):

NEW FAILURE - The following job has failed:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-botfacebook-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 Jun 13, 2025
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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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ContributorAuthor

Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
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Successfully merging this pull request may close these issues.

Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

Conversation

@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

As of commit 5589d40 with merge base 7bd15b9 (image):

NEW FAILURE - The following job has failed:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-botfacebook-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 Jun 13, 2025
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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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ContributorAuthor

CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
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Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

Conversation

@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

As of commit 5589d40 with merge base 7bd15b9 (image):

NEW FAILURE - The following job has failed:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-botfacebook-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 Jun 13, 2025
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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
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Successfully merging this pull request may close these issues.

Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content

Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

Conversation

@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

As of commit 5589d40 with merge base 7bd15b9 (image):

NEW FAILURE - The following job has failed:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-botfacebook-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 Jun 13, 2025
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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

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Development

Successfully merging this pull request may close these issues.

Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

Conversation

@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

As of commit 5589d40 with merge base 7bd15b9 (image):

NEW FAILURE - The following job has failed:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-botfacebook-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 Jun 13, 2025
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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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ContributorAuthor

CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
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Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content

Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

Conversation

@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

As of commit 5589d40 with merge base 7bd15b9 (image):

NEW FAILURE - The following job has failed:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-botfacebook-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 Jun 13, 2025
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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.release notes: noneDo not include this in the release notes

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Development

Successfully merging this pull request may close these issues.

Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content

Implement load_into for Mmap Data Loader - #11654

Merged
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into
Jun 23, 2025
Merged

Implement load_into for Mmap Data Loader#11654
JacobSzwejbka merged 6 commits into
pytorch:mainfrom
keyprocedure:add-mmap-load-into

Conversation

@keyprocedure

@keyprocedurekeyprocedure commented Jun 13, 2025

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Summary

  • Adds load_into() to support memory mapped loading directly into the caller's buffer.
  • Enables copying a specific byte range from the file without creating an internal buffer.
  • Resuses input validation from load().

Fixes#11561

Test plan

  • Added unit tests to MmapDataLoaderTest for load_into() to validate copying for both aligned and offset data.
  • All Mmap Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
  • Full set of Data Loader tests pass via:
./build-ninja/extension/data_loader/test/extension_data_loader_test

@pytorch-bot

pytorch-botBot commented Jun 13, 2025

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/11654

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

❌ 1 New Failure

As of commit 5589d40 with merge base 7bd15b9 (image):

NEW FAILURE - The following job has failed:

This comment was automatically generated by Dr. CI and updates every 15 minutes.

@facebook-github-botfacebook-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 Jun 13, 2025
@keyprocedure

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@pytorchbot label "release notes: none"

@pytorch-botpytorch-botBot added the release notes: none Do not include this in the release notes label Jun 13, 2025
@keyprocedurekeyprocedure changed the title Implement load_into to Mmap Data LoaderImplement load_into for Mmap Data LoaderJun 13, 2025
Comment threadextension/data_loader/mmap_data_loader.cpp Outdated
Comment threadextension/data_loader/mmap_data_loader.cpp

ET_NODISCARD executorch::runtime::Result<size_t> size() const override;

ET_NODISCARD executorch::runtime::Error validate_input(

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nit: Can you make this private

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Done, moved to private section

@JacobSzwejbka

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just letting ci run again and then will merge

@keyprocedure

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CI failure looks unrelated: MimiModel is missing _context_for_encoder_decoder

@JacobSzwejbka
JacobSzwejbka merged commit 18e4240 into pytorch:mainJun 23, 2025
@JacobSzwejbka

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Thanks for contributing!

@keyprocedure

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I'm happy to help! Thanks for the review.

GregoryComer added a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
GregoryComer added a commit that referenced this pull request Jun 24, 2025
### Summary
Revert #11654 and
#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
GregoryComer pushed a commit to GregoryComer/executorch that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
@GregoryComer

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FYI I temporarily reverted this due to a meta-internal build issue. Sorry about that. I'm going to re-merge it shortly, preserving commit authorship. We'll also fix the CI so that it builds with -Wshadow.

@keyprocedure

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Got it. Let me know if you'd like me to change anything.

GregoryComer pushed a commit that referenced this pull request Jun 24, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixes#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
Revert pytorch#11654 and
pytorch#11858 due to Meta-internal
build breakage. I will re-land these (preserving attribution).
hinriksnaer pushed a commit to hinriksnaer/executorch that referenced this pull request Jun 26, 2025
### Summary
- Adds `load_into()` to support memory mapped loading directly into the
caller's buffer.
- Enables copying a specific byte range from the file without creating
an internal buffer.
- Resuses input validation from `load()`.
Fixespytorch#11561
### Test plan
- Added unit tests to `MmapDataLoaderTest` for `load_into()` to validate
copying for both aligned and offset data.
- All Mmap Data Loader tests pass via: ```
./build-ninja/extension/data_loader/test/extension_data_loader_test --gtest_filter='MmapDataLoaderTest.*'
```
- Full set of Data Loader tests pass via:
```
./build-ninja/extension/data_loader/test/extension_data_loader_test
```
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.release notes: noneDo not include this in the release notes

Projects

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Development

Successfully merging this pull request may close these issues.

Implement load_into for mmap data loader

4 participants

@keyprocedure@JacobSzwejbka@GregoryComer@facebook-github-bot