documentation: fix SMP code example, added note for CUDA 11 to SDP - #2037

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documentation: fix SMP code example, added note for CUDA 11 to SDP#2037
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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

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  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

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  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
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Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

@mchoi8739mchoi8739Dec 14, 2020

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nit: It seems there are two underscores here.

paul-cb
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
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documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all \u003cpre\u003e\u003ccode\u003e 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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documentation: fix SMP code example, added note for CUDA 11 to SDP - #2037

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documentation: fix SMP code example, added note for CUDA 11 to SDP#2037
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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

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  • I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
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Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

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nit: It seems there are two underscores here.

paul-cb
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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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('^' + ".*" + '
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documentation: fix SMP code example, added note for CUDA 11 to SDP - #2037

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TEChopra1000 merged 1 commit into
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documentation: fix SMP code example, added note for CUDA 11 to SDP#2037
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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

  • I have read the CONTRIBUTING doc
  • I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
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Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

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nit: It seems there are two underscores here.

paul-cb
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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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 \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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documentation: fix SMP code example, added note for CUDA 11 to SDP - #2037

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documentation: fix SMP code example, added note for CUDA 11 to SDP#2037
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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

  • I have read the CONTRIBUTING doc
  • I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
View reviewed changes
Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

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nit: It seems there are two underscores here.

paul-cb
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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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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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

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  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
View reviewed changes
Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

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nit: It seems there are two underscores here.

paul-cb
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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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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documentation: fix SMP code example, added note for CUDA 11 to SDP - #2037

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documentation: fix SMP code example, added note for CUDA 11 to SDP#2037
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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

  • I have read the CONTRIBUTING doc
  • I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
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Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

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nit: It seems there are two underscores here.

paul-cb
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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, '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('^' + ".*" + '
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documentation: fix SMP code example, added note for CUDA 11 to SDP - #2037

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documentation: fix SMP code example, added note for CUDA 11 to SDP#2037
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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

  • I have read the CONTRIBUTING doc
  • I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
View reviewed changes
Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

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nit: It seems there are two underscores here.

paul-cb
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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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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documentation: fix SMP code example, added note for CUDA 11 to SDP - #2037

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@TEChopra1000TEChopra1000 commented Dec 14, 2020•
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Issue #, if available:

  • SMP code sample was incorrect - missing modelparallel parameter

Description of changes:

  • Added modelparallel to estimator definition code example
  • Added note about CUDA 11 in SDP documentation

Testing done:

  • tox -e black-check,flake8,pylint,docstyle,sphinx,doc8 --parallel all

Merge Checklist

Put an x in the boxes that apply. You can also fill these out after creating the PR. If you're unsure about any of them, don't hesitate to ask. We're here to help! This is simply a reminder of what we are going to look for before merging your pull request.

General

  • I have read the CONTRIBUTING doc
  • I used the commit message format described in CONTRIBUTING
  • I have passed the region in to all S3 and STS clients that I've initialized as part of this change.
  • I have updated any necessary documentation, including READMEs and API docs (if appropriate)

Tests

  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have checked that my tests are not configured for a specific region or account (if appropriate)
  • I have used unique_name_from_base to create resource names in integ tests (if appropriate)

By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

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mchoi8739
mchoi8739 reviewed Dec 14, 2020
View reviewed changes
Comment threaddoc/api/training/smd_data_parallel.rst
it uses CUDA 11. When you extend or customize your own training image
you must use a CUDA 11 base image. See
`SageMaker Python SDK's SDP APIs
<https://docs.aws.amazon.com/sagemaker/latest/dg/data-parallel-use-api.html#data-parallel-use-python-skd-api>`__

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nit: It seems there are two underscores here.

paul-cb
paul-cb approved these changes Dec 14, 2020
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Approved.

@TEChopra1000
TEChopra1000 merged commit 2cc9bc3 into masterDec 14, 2020
@TEChopra1000
TEChopra1000 deleted the smdistributed-updates branch December 14, 2020 20:19
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
documentation: fix smp code example, add note for CUDA 11 to sdp (aws…
379744c
…#2037)
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@TEChopra1000@sagemaker-bot@paul-cb@mchoi8739