ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

Description

@ericstj

System Information (please complete the following information):

  • OS & Version: [e.g. Windows 10] Win 11
  • ML.NET Version: [e.g. ML.NET v1.5.5] latest
  • .NET Version: [e.g. .NET 5.0] .NET 6.0

Describe the bug
I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

To Reproduce
Steps to reproduce the behavior:

  1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
  2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
  3. Observe failure, if not observed then repeat from step 1.

Expected behavior
Tests run to completion.

Screenshots, Code, Sample Projects

System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260

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      , '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

      ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

      Description

      @ericstj

      System Information (please complete the following information):

      • OS & Version: [e.g. Windows 10] Win 11
      • ML.NET Version: [e.g. ML.NET v1.5.5] latest
      • .NET Version: [e.g. .NET 5.0] .NET 6.0

      Describe the bug
      I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

      Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
      https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

      However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

      To Reproduce
      Steps to reproduce the behavior:

      1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
      2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
      3. Observe failure, if not observed then repeat from step 1.

      Expected behavior
      Tests run to completion.

      Screenshots, Code, Sample Projects

      System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
      at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260
      

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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('^' + ".*" + '
          Skip to content

          ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

          Description

          @ericstj

          System Information (please complete the following information):

          • OS & Version: [e.g. Windows 10] Win 11
          • ML.NET Version: [e.g. ML.NET v1.5.5] latest
          • .NET Version: [e.g. .NET 5.0] .NET 6.0

          Describe the bug
          I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

          Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
          https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

          However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

          To Reproduce
          Steps to reproduce the behavior:

          1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
          2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
          3. Observe failure, if not observed then repeat from step 1.

          Expected behavior
          Tests run to completion.

          Screenshots, Code, Sample Projects

          System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
          at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260
          

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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 > 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

              ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

              Description

              @ericstj

              System Information (please complete the following information):

              • OS & Version: [e.g. Windows 10] Win 11
              • ML.NET Version: [e.g. ML.NET v1.5.5] latest
              • .NET Version: [e.g. .NET 5.0] .NET 6.0

              Describe the bug
              I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

              Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
              https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

              However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

              To Reproduce
              Steps to reproduce the behavior:

              1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
              2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
              3. Observe failure, if not observed then repeat from step 1.

              Expected behavior
              Tests run to completion.

              Screenshots, Code, Sample Projects

              System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
              at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260
              

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                  No branches or pull requests

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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" + '
                  Skip to content

                  ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

                  Description

                  @ericstj

                  System Information (please complete the following information):

                  • OS & Version: [e.g. Windows 10] Win 11
                  • ML.NET Version: [e.g. ML.NET v1.5.5] latest
                  • .NET Version: [e.g. .NET 5.0] .NET 6.0

                  Describe the bug
                  I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

                  Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
                  https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

                  However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

                  To Reproduce
                  Steps to reproduce the behavior:

                  1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
                  2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
                  3. Observe failure, if not observed then repeat from step 1.

                  Expected behavior
                  Tests run to completion.

                  Screenshots, Code, Sample Projects

                  System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
                  at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260
                  

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                      No branches or pull requests

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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('^' + ".*" + '
                      Skip to content

                      ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

                      Description

                      @ericstj

                      System Information (please complete the following information):

                      • OS & Version: [e.g. Windows 10] Win 11
                      • ML.NET Version: [e.g. ML.NET v1.5.5] latest
                      • .NET Version: [e.g. .NET 5.0] .NET 6.0

                      Describe the bug
                      I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

                      Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
                      https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

                      However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

                      To Reproduce
                      Steps to reproduce the behavior:

                      1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
                      2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
                      3. Observe failure, if not observed then repeat from step 1.

                      Expected behavior
                      Tests run to completion.

                      Screenshots, Code, Sample Projects

                      System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
                      at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260
                      

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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('^' + ".*" + '
                          Skip to content

                          ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

                          Description

                          @ericstj

                          System Information (please complete the following information):

                          • OS & Version: [e.g. Windows 10] Win 11
                          • ML.NET Version: [e.g. ML.NET v1.5.5] latest
                          • .NET Version: [e.g. .NET 5.0] .NET 6.0

                          Describe the bug
                          I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

                          Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
                          https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

                          However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

                          To Reproduce
                          Steps to reproduce the behavior:

                          1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
                          2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
                          3. Observe failure, if not observed then repeat from step 1.

                          Expected behavior
                          Tests run to completion.

                          Screenshots, Code, Sample Projects

                          System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
                          at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260
                          

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                          No one assigned

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                            No labels
                            No labels

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                            No type

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                            No projects

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                              None yet

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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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                              ResourceManagerUtils.DownloadResource aquires mutex on one thread and releases from another #6980

                              Description

                              @ericstj

                              System Information (please complete the following information):

                              • OS & Version: [e.g. Windows 10] Win 11
                              • ML.NET Version: [e.g. ML.NET v1.5.5] latest
                              • .NET Version: [e.g. .NET 5.0] .NET 6.0

                              Describe the bug
                              I noticed an exception during local testing. The error from the test was DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.) This is happening because we are using a Mutex within an async method.

                              Mutex's have thread affinity. They must be released from the same thread that they were acquired from:
                              https://learn.microsoft.com/en-us/dotnet/api/system.threading.mutex.releasemutex?view=net-8.0

                              However an async method that uses ConfigureAwait(false) will not necessarily resume on the same thread.

                              To Reproduce
                              Steps to reproduce the behavior:

                              1. Delete local copies of ML.NET resources (eg from %TEMP%\mlnet)
                              2. Run dotnet test on Microsoft.ML.TorchSharp.Tests
                              3. Observe failure, if not observed then repeat from step 1.

                              Expected behavior
                              Tests run to completion.

                              Screenshots, Code, Sample Projects

                              System.InvalidOperationException : Error downloading resource from 'https://aka.ms/mlnet-resources/models/pretrained_Roberta_encoder.tsm': DownloadFailed with exception One or more errors occurred. (Object synchronization method was called from an unsynchronized block of code.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\nDownloadFailed with exception One or more errors occurred. (A task was canceled.)\\nDownloadFailed with exception One or more errors occurred. (The wait completed due to an abandoned mutex.)\\n\nmodel file could not be downloaded!
                              at Microsoft.ML.TorchSharp.Roberta.QATrainer.Trainer.GetModelPath() in C:\src\dotnet\machinelearning\src\Microsoft.ML.TorchSharp\Roberta\QATrainer.cs:line 260
                              

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