Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

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

Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

@winskuo-quic@facebook-github-bot@cccclai@digantdesai
, '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

Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

@winskuo-quic@facebook-github-bot@cccclai@digantdesai
, '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

Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

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

Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

@winskuo-quic@facebook-github-bot@cccclai@digantdesai
, '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

Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

@winskuo-quic@facebook-github-bot@cccclai@digantdesai
, '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

Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

@winskuo-quic@facebook-github-bot@cccclai@digantdesai
, '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

Qualcomm AI Engine Direct - Reduce redundant observers - #6351

Merged
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer
Nov 7, 2024
Merged

Qualcomm AI Engine Direct - Reduce redundant observers#6351
digantdesai merged 1 commit into
pytorch:mainfrom
CodeLinaro:dev1/winskuo/reduce_redundant_observer

Conversation

@winskuo-quic

Copy link
Copy Markdown
Collaborator

Summary

  • Current observer flow checks min/max/axis values to determine whether 2 observer is same. If same, it would only keep 1 observer. Providing these values helps observers to properly compare with other nodes observer, which helps reducing the number of observers, which further helps reducing time to quantize the model.

Before:
image


After:
image

@pytorch-bot

pytorch-botBot commented Oct 18, 2024

Copy link
Copy Markdown

🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/executorch/6351

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

❌ 2 New Failures

As of commit 66c3e44 with merge base f7e26d7 (image):

NEW FAILURES - The following jobs have failed:

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

@facebook-github-botfacebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Oct 18, 2024
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi @cccclai,
As discussed previously, we want to reduce the numbers of observers to reduce AOT time.
This PR should be able to reduce some observers.
Please have a look.
Thanks

@cccclaicccclai left a comment

Copy link
Copy Markdown
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Looks good, thank you

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@cccclai

Copy link
Copy Markdown
Contributor

Hi sorry I miss merging this PR, mind rebasing again?

@winskuo-quic
winskuo-quicforce-pushed the dev1/winskuo/reduce_redundant_observer branch from e6024c9 to 66c3e44CompareNovember 6, 2024 00:57
@winskuo-quic

Copy link
Copy Markdown
CollaboratorAuthor

Hi sorry I miss merging this PR, mind rebasing again?

All good!
I have just rebased.
Thanks

@facebook-github-bot

Copy link
Copy Markdown
Contributor

@cccclai has imported this pull request. If you are a Meta employee, you can view this diff on Phabricator.

@digantdesai

Copy link
Copy Markdown
Contributor

Seems like there are still merge conflicts, might need another rebase?

@digantdesai
digantdesai merged commit cb2a0e7 into pytorch:mainNov 7, 2024
Sign up for freeto join this conversation on GitHub. Already have an account? Sign in to comment

Labels

CLA SignedThis label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed.

Projects

None yet

Development

Successfully merging this pull request may close these issues.

4 participants

@winskuo-quic@facebook-github-bot@cccclai@digantdesai