Revert "Arm backend: Make composable_quantizer default" - #20982

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rascani merged 1 commit into
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revert-19758-change-1253855
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Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
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revert-19758-change-1253855

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20982

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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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, '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" + '
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Revert "Arm backend: Make composable_quantizer default" - #20982

Merged
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855
Jul 17, 2026
Merged

Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855

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@digantdesai

@digantdesaidigantdesai commented Jul 16, 2026

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CopilotAI review requested due to automatic review settings July 16, 2026 17:00
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20982

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

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If your change should be included in the release notes (i.e. would users of this library care about this change?), please use a label starting with release notes:. This helps us keep track and include your important work in the next release notes.

To add a label, you can comment to pytorchbot, for example
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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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, '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

Revert "Arm backend: Make composable_quantizer default" - #20982

Merged
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855
Jul 17, 2026
Merged

Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855

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@digantdesai

@digantdesaidigantdesai commented Jul 16, 2026

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CopilotAI review requested due to automatic review settings July 16, 2026 17:00
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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20982

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

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@meta-clameta-claBot 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 Jul 16, 2026
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If your change should be included in the release notes (i.e. would users of this library care about this change?), please use a label starting with release notes:. This helps us keep track and include your important work in the next release notes.

To add a label, you can comment to pytorchbot, for example
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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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, '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

Revert "Arm backend: Make composable_quantizer default" - #20982

Merged
rascani merged 1 commit into
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revert-19758-change-1253855
Jul 17, 2026
Merged

Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
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revert-19758-change-1253855

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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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, '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" + '
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Revert "Arm backend: Make composable_quantizer default" - #20982

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rascani merged 1 commit into
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revert-19758-change-1253855
Jul 17, 2026
Merged

Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855

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@digantdesai

@digantdesaidigantdesai commented Jul 16, 2026

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20982

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

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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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@digantdesai@rascani
, '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

Revert "Arm backend: Make composable_quantizer default" - #20982

Merged
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855
Jul 17, 2026
Merged

Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855

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@digantdesai

@digantdesaidigantdesai commented Jul 16, 2026

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CopilotAI review requested due to automatic review settings July 16, 2026 17:00
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20982

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

❌ 1 New Failure, 3 Unclassified Failures

As of commit 913eb73 with merge base 2ecfc10 (image):

NEW FAILURE - The following job has failed:

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@meta-clameta-claBot 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 Jul 16, 2026
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To add a label, you can comment to pytorchbot, for example
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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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@digantdesai@rascani
, '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

Revert "Arm backend: Make composable_quantizer default" - #20982

Merged
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855
Jul 17, 2026
Merged

Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855

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@digantdesai

@digantdesaidigantdesai commented Jul 16, 2026

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CopilotAI review requested due to automatic review settings July 16, 2026 17:00
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20982

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

❌ 1 New Failure, 3 Unclassified Failures

As of commit 913eb73 with merge base 2ecfc10 (image):

NEW FAILURE - The following job has failed:

UNCLASSIFIED FAILURES - DrCI could not classify the following jobs because the workflow did not run on the merge base. The failures may be pre-existing on trunk or introduced by this PR:

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

@meta-clameta-claBot 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 Jul 16, 2026
@github-actionsgithub-actionsBot added ciflow/trunk module: arm Issues related to arm backend labels Jul 16, 2026
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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.

)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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, '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); } })(); })();
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Revert "Arm backend: Make composable_quantizer default" - #20982

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rascani merged 1 commit into
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revert-19758-change-1253855
Jul 17, 2026
Merged

Revert "Arm backend: Make composable_quantizer default"#20982
rascani merged 1 commit into
mainfrom
revert-19758-change-1253855

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CopilotAI review requested due to automatic review settings July 16, 2026 17:00
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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/20982

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@meta-clameta-claBot 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 Jul 16, 2026
@github-actionsgithub-actionsBot added ciflow/trunk module: arm Issues related to arm backend labels Jul 16, 2026
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Pull request overview

This PR reverts the earlier change that made the Arm backend’s composable quantizer the default, restoring the legacy/default quantizer as the default implementation while keeping the composable quantizer behind an opt-in flag.

Changes:

  • Switch use_composable_quantizer defaults back to False across Arm quantizers, update warnings/docs accordingly, and refresh the public API manifest signatures.
  • Update Arm tests and tutorial/docs to align with the reverted default (including removing a composable-specific while-loop test).
  • Adjust quantization behavior around to.dtype integer→float output qspec handling and update related tests/expectations.

Reviewed changes

Copilot reviewed 13 out of 13 changed files in this pull request and generated 5 comments.

Show a summary per file
FileDescription
examples/arm/quantizer_tutorial.ipynbMarks the composable-quantizer tutorial as WIP/experimental and adds an explicit warning + issue link.
docs/source/backends/arm-vgf/arm-vgf-quantization.mdUpdates VGF quantizer default flag and warning text to reflect composable being experimental/opt-in.
docs/source/backends/arm-ethos-u/arm-ethos-u-quantization.mdUpdates Ethos-U quantizer default flag and warning text to reflect composable being experimental/opt-in.
backends/arm/test/ops/test_while.pyRemoves composable-quantizer-specific while-loop test and related imports.
backends/arm/test/ops/test_transpose_conv2d.pyUpdates config type usage to QuantizationConfig and adjusts imports accordingly.
backends/arm/test/ops/test_to_copy.pyTweaks TOSA INT cast test setup and splits redundant-cast xfails between FP/INT.
backends/arm/test/models/test_torch_functions.pySimplifies nonzero test wiring and removes the special-case quantizer IO override.
backends/arm/test/misc/test_shared_qspecs.pyUpdates expected qspec mappings/counts to match the reverted quantizer behavior.
backends/arm/test/misc/test_quant_custom_meta.pyRemoves a quantizer IO override that was tied to the previous default behavior.
backends/arm/quantizer/quantization_config.pyBroadens integer→float to.dtype fixed-output qspec behavior from float32-only to any floating-point output.
backends/arm/quantizer/arm_quantizer.pyRestores default use_composable_quantizer=False, updates warnings/log messaging, and tightens legacy vs composable property behavior.
backends/arm/public_api_manifests/api_manifest_running.tomlUpdates public API signatures for EthosU/VGF quantizers to reflect the reverted default parameter value.
backends/arm/_passes/normalize_while_initial_args_pass.pyChanges placeholder meta propagation for cloned placeholders in while normalization.

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)
cloned_placeholders.append(clone)
clone.meta = placeholder.meta.copy()
clone.meta = placeholder.meta
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
- **use_composable_quantizer (bool)**: Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
and will be removed in two minor releases. See
[issue #17701](https://github.com/pytorch/executorch/issues/17701)
for details.
use_composable_quantizer (bool): Whether to use the composable quantizer implementation. See https://github.com/pytorch/executorch/issues/17701" for details.
@rascani
rascani merged commit b9af901 into mainJul 17, 2026
521 of 528 checks passed
@rascani
rascani deleted the revert-19758-change-1253855 branch July 17, 2026 16:29
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@digantdesai@rascani