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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down
, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down
, '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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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down
, '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('^' + ".*" + '
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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down
, '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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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down
, '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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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down
, '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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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down
, '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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6 changes: 3 additions & 3 deletions src/Microsoft.ML.Core/Data/ProgressReporter.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -359,7 +359,7 @@ public CalculationInfo(int index, string name, ProgressChannel channel)
Index = index;
Name = name;
PendingCheckpoints = new ConcurrentQueue<KeyValuePair<DateTime, ProgressEntry>>();
StartTime = DateTime.Now;
StartTime = DateTime.UtcNow;
Channel = channel;
}
}
Expand DownExpand Up@@ -584,7 +584,7 @@ public ProgressEvent(int index, string name, DateTime startTime, ProgressEntry e
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = EventKind.Progress;
ProgressEntry = entry;
}
Expand All@@ -597,7 +597,7 @@ public ProgressEvent(int index, string name, DateTime startTime, EventKind kind)
Index = index;
Name = name;
StartTime = startTime;
EventTime = DateTime.Now;
EventTime = DateTime.UtcNow;
Kind = kind;
ProgressEntry = null;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Data/Utilities/TimerScope.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -46,7 +46,7 @@ public void Dispose()

// REVIEW: This is \n\n is to prevent changes across bunch of baseline files.
// Ideally we should change our comparison method to ignore empty lines.
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.Now, elapsedSeconds);
_ch.Info("{0}\t Time elapsed(s): {1}\n\n", DateTime.UtcNow, elapsedSeconds);

using (var pipe = _host.StartPipe<TelemetryMessage>("TelemetryPipe"))
{
Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -4,6 +4,7 @@

using System;
using System.Collections.Generic;
using System.Diagnostics;

namespace Microsoft.ML.Runtime.FastTree.Internal
{
Expand DownExpand Up@@ -164,7 +165,7 @@ public unsafe void SetTreeScores(int idx, double[] scores)

private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
{
DateTime startTime = DateTime.Now;
Stopwatch stopWatch = Stopwatch.StartNew();

if (maxAllowedFeaturesPerModel < 0)
{
Expand DownExpand Up@@ -450,8 +451,8 @@ private LassoFit GetLassoFit(IChannel ch, int maxAllowedFeaturesPerModel)
// First lambda was infinity; fixing it
fit.Lambdas[0] = Math.Exp(2 * Math.Log(fit.Lambdas[1]) - Math.Log(fit.Lambdas[2]));

TimeSpan duration = DateTime.Now - startTime;
ch.Info("Elapsed time for compression: {0}", duration);
stopWatch.Stop();
ch.Info("Elapsed time for compression: {0}", stopWatch.Elapsed);

return fit;
}
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.FastTree/TreeEnsemble/Ensemble.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -193,7 +193,7 @@ public string ToTreeEnsembleIni(FeaturesToContentMap fmap,

protected int AppendComments(StringBuilder sb, string trainingParams)
{
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.Now);
sb.AppendFormat("\n\n[Comments]\nC:0=Regression Tree Ensemble\nC:1=Generated using FastTree\nC:2=Created on {0}\n", DateTime.UtcNow);

string[] trainingParamsList = trainingParams.Split(new char[] { '\n' });
int i = 0;
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.Maml/MAML.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -145,7 +145,7 @@ internal static int MainCore(TlcEnvironment env, string args, bool alwaysPrintSt
Path.GetTempPath(),
"TLC");
var dumpFilePath = Path.Combine(dumpFileDir,
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.Now, Guid.NewGuid()));
string.Format(CultureInfo.InvariantCulture, "Error_{0:yyyyMMdd_HHmmss}_{1}.log", DateTime.UtcNow, Guid.NewGuid()));
bool isDumpSaved = false;
try
{
Expand Down
2 changes: 1 addition & 1 deletion src/Microsoft.ML.ResultProcessor/ResultProcessor.cs
Original file line numberDiff line numberDiff line change
Expand Up@@ -584,7 +584,7 @@ private static bool ValidateMamlOutput(string filename, string[] rawLines, out L
Results = runResults,
PerFoldResults = foldResults,
Time = 0,
ExecutionDate = DateTime.Now.ToString()
ExecutionDate = DateTime.UtcNow.ToString()
};
}

Expand Down
Original file line numberDiff line numberDiff line change
Expand Up@@ -206,7 +206,7 @@ protected virtual void InitCore(IChannel ch, int numFeatures, LinearPredictor pr
Contracts.Assert(Iteration == 0);
Contracts.Assert(Bias == 0);

ch.Trace("{0} Initializing {1} on {2} features", DateTime.Now, Name, numFeatures);
ch.Trace("{0} Initializing {1} on {2} features", DateTime.UtcNow, Name, numFeatures);
NumFeatures = numFeatures;

// We want a dense vector, to prevent memory creation during training
Expand DownExpand Up@@ -253,13 +253,13 @@ protected virtual void BeginIteration(IChannel ch)
Iteration++;
NumIterExamples = 0;

ch.Trace("{0} Starting training iteration {1}", DateTime.Now, Iteration);
ch.Trace("{0} Starting training iteration {1}", DateTime.UtcNow, Iteration);
// #if OLD_TRACING // REVIEW: How should this be ported?
if (Iteration % 20 == 0)
{
Console.Write('.');
if (Iteration % 1000 == 0)
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.Now);
Console.WriteLine(" {0} \t{1}", Iteration, DateTime.UtcNow);
}
// #endif
}
Expand All@@ -269,7 +269,7 @@ protected virtual void FinishIteration(IChannel ch)
Contracts.Check(NumIterExamples > 0, NoTrainingInstancesMessage);

ch.Trace("{0} Finished training iteration {1}; iterated over {2} examples.",
DateTime.Now, Iteration, NumIterExamples);
DateTime.UtcNow, Iteration, NumIterExamples);

ScaleWeights();
#if OLD_TRACING // REVIEW: How should this be ported?
Expand DownExpand Up@@ -378,7 +378,7 @@ protected virtual void ProcessDataInstance(IChannel ch, ref VBuffer<Float> feat,
if (_numIterExamples % 5000000 == 0)
{
Host.StdOut.Write(" ");
Host.StdOut.Write(DateTime.Now);
Host.StdOut.Write(DateTime.UtcNow);
}
Host.StdOut.WriteLine();
}
Expand Down