Add Early Stopping to SageMaker Python SDK - #541

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Add Early Stopping to SageMaker Python SDK#541
cassiesu wants to merge 2 commits into
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@cassiesucassiesu commented Dec 10, 2018•
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Issue #, if available:

Description of changes:
Release SageMaker HPO EarlyStopping feature

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.

  • I have read the CONTRIBUTING doc
  • I have added tests that prove my fix is effective or that my feature works (if appropriate)
  • I have updated the changelog with a description of my changes (if appropriate)
  • I have updated any necessary documentation (if appropriate)

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

@codecov-io

codecov-io commented Dec 10, 2018•
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Codecov Report

Merging #541 into master will increase coverage by <.01%.
The diff coverage is 100%.

Impacted file tree graph

@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️

Continue to review full report at Codecov.

Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data
Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.

ChoiByungWook pushed a commit that referenced this pull request Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit to Evan-W-ang/sagemaker-python-sdk that referenced this pull request Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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@cassiesu@codecov-io@laurenyu
, '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
Add Early Stopping to SageMaker Python SDK - #541
Closed
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Closed
Add Early Stopping to SageMaker Python SDK#541
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Conversation
@cassiesu
@cassiesucassiesu
commented
Dec 10, 2018•

edited

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Issue #, if available:
Description of changes:

Release SageMaker HPO EarlyStopping feature
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.
  •  I have read the CONTRIBUTING doc
  •  I have added tests that prove my fix is effective or that my feature works (if appropriate)
  •  I have updated the changelog with a description of my changes (if appropriate)
  •  I have updated any necessary documentation (if appropriate)
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
@codecov-io
codecov-io
commented
Dec 10, 2018•

edited

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Codecov Report
Merging #541 into master will increase coverage by <.01%.

The diff coverage is 100%.
Impacted file tree graph
@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️
Continue to review full report at Codecov.
Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data

Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.
ChoiByungWook pushed a commit
that referenced
this pull request
Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit
to Evan-W-ang/sagemaker-python-sdk
that referenced
this pull request
Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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@cassiesu@codecov-io@laurenyu

, '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
Add Early Stopping to SageMaker Python SDK - #541
Closed
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Closed
Add Early Stopping to SageMaker Python SDK#541
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Conversation
@cassiesu
@cassiesucassiesu
commented
Dec 10, 2018•

edited

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Issue #, if available:
Description of changes:

Release SageMaker HPO EarlyStopping feature
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.
  •  I have read the CONTRIBUTING doc
  •  I have added tests that prove my fix is effective or that my feature works (if appropriate)
  •  I have updated the changelog with a description of my changes (if appropriate)
  •  I have updated any necessary documentation (if appropriate)
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
@codecov-io
codecov-io
commented
Dec 10, 2018•

edited

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Codecov Report
Merging #541 into master will increase coverage by <.01%.

The diff coverage is 100%.
Impacted file tree graph
@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️
Continue to review full report at Codecov.
Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data

Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.
ChoiByungWook pushed a commit
that referenced
this pull request
Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit
to Evan-W-ang/sagemaker-python-sdk
that referenced
this pull request
Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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3 participants

@cassiesu@codecov-io@laurenyu

, '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
Add Early Stopping to SageMaker Python SDK - #541
Closed
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Closed
Add Early Stopping to SageMaker Python SDK#541
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Conversation
@cassiesu
@cassiesucassiesu
commented
Dec 10, 2018•

edited

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Issue #, if available:
Description of changes:

Release SageMaker HPO EarlyStopping feature
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.
  •  I have read the CONTRIBUTING doc
  •  I have added tests that prove my fix is effective or that my feature works (if appropriate)
  •  I have updated the changelog with a description of my changes (if appropriate)
  •  I have updated any necessary documentation (if appropriate)
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
@codecov-io
codecov-io
commented
Dec 10, 2018•

edited

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Codecov Report
Merging #541 into master will increase coverage by <.01%.

The diff coverage is 100%.
Impacted file tree graph
@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️
Continue to review full report at Codecov.
Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data

Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.
ChoiByungWook pushed a commit
that referenced
this pull request
Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit
to Evan-W-ang/sagemaker-python-sdk
that referenced
this pull request
Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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3 participants

@cassiesu@codecov-io@laurenyu

, '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
Add Early Stopping to SageMaker Python SDK - #541
Closed
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Closed
Add Early Stopping to SageMaker Python SDK#541
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Conversation
@cassiesu
@cassiesucassiesu
commented
Dec 10, 2018•

edited

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Issue #, if available:
Description of changes:

Release SageMaker HPO EarlyStopping feature
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.
  •  I have read the CONTRIBUTING doc
  •  I have added tests that prove my fix is effective or that my feature works (if appropriate)
  •  I have updated the changelog with a description of my changes (if appropriate)
  •  I have updated any necessary documentation (if appropriate)
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
@codecov-io
codecov-io
commented
Dec 10, 2018•

edited

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Codecov Report
Merging #541 into master will increase coverage by <.01%.

The diff coverage is 100%.
Impacted file tree graph
@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️
Continue to review full report at Codecov.
Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data

Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.
ChoiByungWook pushed a commit
that referenced
this pull request
Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit
to Evan-W-ang/sagemaker-python-sdk
that referenced
this pull request
Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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@laurenyulaurenyuAwaiting requested review from laurenyu

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3 participants

@cassiesu@codecov-io@laurenyu

, '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
Add Early Stopping to SageMaker Python SDK - #541
Closed
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Closed
Add Early Stopping to SageMaker Python SDK#541
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Conversation
@cassiesu
@cassiesucassiesu
commented
Dec 10, 2018•

edited

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Issue #, if available:
Description of changes:

Release SageMaker HPO EarlyStopping feature
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.
  •  I have read the CONTRIBUTING doc
  •  I have added tests that prove my fix is effective or that my feature works (if appropriate)
  •  I have updated the changelog with a description of my changes (if appropriate)
  •  I have updated any necessary documentation (if appropriate)
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
@codecov-io
codecov-io
commented
Dec 10, 2018•

edited

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Codecov Report
Merging #541 into master will increase coverage by <.01%.

The diff coverage is 100%.
Impacted file tree graph
@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️
Continue to review full report at Codecov.
Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data

Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.
ChoiByungWook pushed a commit
that referenced
this pull request
Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit
to Evan-W-ang/sagemaker-python-sdk
that referenced
this pull request
Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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@laurenyulaurenyuAwaiting requested review from laurenyu

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Successfully merging this pull request may close these issues.

3 participants

@cassiesu@codecov-io@laurenyu

, '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
Add Early Stopping to SageMaker Python SDK - #541
Closed
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Add Early Stopping to SageMaker Python SDK#541
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Issue #, if available:
Description of changes:

Release SageMaker HPO EarlyStopping feature
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.
  •  I have read the CONTRIBUTING doc
  •  I have added tests that prove my fix is effective or that my feature works (if appropriate)
  •  I have updated the changelog with a description of my changes (if appropriate)
  •  I have updated any necessary documentation (if appropriate)
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
@codecov-io
codecov-io
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Dec 10, 2018•

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Codecov Report
Merging #541 into master will increase coverage by <.01%.

The diff coverage is 100%.
Impacted file tree graph
@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️
Continue to review full report at Codecov.
Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data

Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.
ChoiByungWook pushed a commit
that referenced
this pull request
Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit
to Evan-W-ang/sagemaker-python-sdk
that referenced
this pull request
Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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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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Add Early Stopping to SageMaker Python SDK - #541
Closed
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Closed
Add Early Stopping to SageMaker Python SDK#541
cassiesu wants to merge 2 commits into
aws:masterfrom 
cassiesu:master
Conversation
@cassiesu
@cassiesucassiesu
commented
Dec 10, 2018•

edited

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Issue #, if available:
Description of changes:

Release SageMaker HPO EarlyStopping feature
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.
  •  I have read the CONTRIBUTING doc
  •  I have added tests that prove my fix is effective or that my feature works (if appropriate)
  •  I have updated the changelog with a description of my changes (if appropriate)
  •  I have updated any necessary documentation (if appropriate)
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.
@codecov-io
codecov-io
commented
Dec 10, 2018•

edited

Loading

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Codecov Report
Merging #541 into master will increase coverage by <.01%.

The diff coverage is 100%.
Impacted file tree graph
@@ Coverage Diff @@## master #541 +/- ##
==========================================
+ Coverage 92.77% 92.77% +<.01% 
==========================================
Files 71 71 Lines 5357 5359 +2 ==========================================
+ Hits 4970 4972 +2 
Misses 387 387
Impacted FilesCoverage Δ
src/sagemaker/session.py83.42% <ø> (ø)⬆️
src/sagemaker/tuner.py96.9% <100%> (+0.02%)⬆️
Continue to review full report at Codecov.
Legend - Click here to learn more
Δ = absolute <relative> (impact), ø = not affected, ? = missing data

Powered by Codecov. Last update 2873e63...e8ae70d. Read the comment docs.
ChoiByungWook pushed a commit
that referenced
this pull request
Dec 8, 2020
@xgchena@ChoiByungWook
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
1f26aee
…#541)
Evan-W-ang added a commit
to Evan-W-ang/sagemaker-python-sdk
that referenced
this pull request
Jun 8, 2026
@Evan-W-ang
fix: Remove workarounds and apply fixes to Clarify and MM integ tests (…
f0a2a56
…aws#541)
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@laurenyulaurenyuAwaiting requested review from laurenyu

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Development

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3 participants

@cassiesu@codecov-io@laurenyu