Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
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Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

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@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

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Could you please review #10958 for a temp fix

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

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Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
Merged

Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

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@gggekov

@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

@gggekov

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

@kirklandsign

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Could you please review #10958 for a temp fix

@gggekov

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

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@gggekov@zingo@kirklandsign@digantdesai@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

Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
Merged

Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

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@gggekov

@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
@pytorch-bot

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

@gggekov

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
@kirklandsign

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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

@kirklandsign

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Could you please review #10958 for a temp fix

@gggekov

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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Labels

ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

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Successfully merging this pull request may close these issues.

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@gggekov@zingo@kirklandsign@digantdesai@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 \u003e 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('^' + ".*" + '
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Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
Merged

Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

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@gggekov

@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

@gggekov

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
@zingo

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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
@kirklandsign

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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

@kirklandsign

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Could you please review #10958 for a temp fix

@gggekov

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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Labels

ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

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Successfully merging this pull request may close these issues.

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@gggekov@zingo@kirklandsign@digantdesai@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" + '
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Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
Merged

Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

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@gggekov

@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

@gggekov

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

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Could you please review #10958 for a temp fix

@gggekov

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

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, '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('^' + ".*" + '
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Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
Merged

Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

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@gggekov

@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

@gggekov

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

@kirklandsign

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Could you please review #10958 for a temp fix

@gggekov

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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Labels

ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

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@gggekov@zingo@kirklandsign@digantdesai@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

Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
Merged

Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

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@gggekov

@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
@pytorch-bot

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

@gggekov

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
@zingo

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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
@kirklandsign

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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

@kirklandsign

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Could you please review #10958 for a temp fix

@gggekov

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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Labels

ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

Projects

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Development

Successfully merging this pull request may close these issues.

5 participants

@gggekov@zingo@kirklandsign@digantdesai@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

Arm backend: Allocate the scratch buffer runtime rather than in the pte - #10714

Merged
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte
May 16, 2025
Merged

Arm backend: Allocate the scratch buffer runtime rather than in the pte#10714
zingo merged 1 commit into
pytorch:mainfrom
gggekov:Allocate_scratch_buffer_outside_pte

Conversation

@gggekov

@gggekovgggekov commented May 6, 2025

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This change lowers the size of the pte and allows you to allocate the scratch buffer in an array, usually in the SRAM, for more efficient memory usage on a MCU

cc @digantdesai@freddan80@per@zingo@oscarandersson8218

@gggekov
gggekov requested a review from digantdesai as a code ownerMay 6, 2025 12:44
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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/10714

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

❌ 3 New Failures, 1 Cancelled Job

As of commit 2e023a2 with merge base 2ec8678 (image):

NEW FAILURES - The following jobs have failed:

CANCELLED JOB - The following job was cancelled. Please retry:

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 May 6, 2025
@gggekovgggekov added partner: arm For backend delegation, kernels, demo, etc. from the 3rd-party partner, Arm ciflow/trunk topic: not user facing labels May 6, 2025
@zingozingo changed the title Arm backend: Allocate the scratch buffer in an array rather than in t…Arm backend: Allocate the scratch buffer runtime rather than in the pteMay 6, 2025
raise RuntimeError("Expected scratch to be int64")
block_length = int(data["scratch_shape"][0])
bin_blocks["scratch_data"] = b"\x00" * block_length
bin_blocks["scratch_size"] = struct.pack("<I", block_length)

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Nice

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Make sure the CI is green, thanks.

@gggekov

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Yes, I am adding support for Dedicated_Sram for U85 & changing the default mem mode we test on U85. This is the proper fix for the fail we see for inception_v4. With this fix, we will place the NN & scratch buffer in the DDR and use the SRAM as a cache. The reason for the failure is that the scratch_buffer for inception_v4 is around 2.6-2.7MB, we allocate the scratch buffer in the SRAM, but on the CS-300 we only 2MB of SRAM. Will update the pr soon.

…Sram for Ethos-U85
This change lowers the size of the pte and allows you to allocate the
scratch buffer in an array, usually in the SRAM, for more efficient
memory usage on a MCU.
Also, add support Dedicated_Sram memory mode in the runtime
and make it the default memory mode for Ethos-U85.
Change-Id: I04cf9de49a6116141d402b9ad5ca4f21e2025236
@gggekov
gggekovforce-pushed the Allocate_scratch_buffer_outside_pte branch from 2a35a48 to 2e023a2CompareMay 16, 2025 13:18
@zingozingo added the release notes: arm Changes to the ARM backend delegate label May 16, 2025
@zingo

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failed test are unrelated

@zingo
zingo merged commit f39a1bb into pytorch:mainMay 16, 2025
@kirklandsign

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Hi @gggekov@zingo this is breaking our internal test.

undefined reference to `executorch::backends::arm::ethosu_fast_scratch_size'

Seems it's defined in arm_executor_runner only. Any suggestions what we should do on our side? Otherwise OK to revert this?

@kirklandsign

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Contributor

Could you please review #10958 for a temp fix

@gggekov

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Hi @kirklandsign,
Thanks for the message, added a comment in #10958

Comment on lines +192 to +193
extern size_t ethosu_fast_scratch_size;
extern unsigned char* ethosu_fast_scratch;

@digantdesaidigantdesaiMay 22, 2025

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Ok this is not the cleanest. Let me think of a better way to do this.

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ciflow/trunkCLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.partner: armFor backend delegation, kernels, demo, etc. from the 3rd-party partner, Armrelease notes: armChanges to the ARM backend delegatetopic: not user facing

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