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  39.   <section id="module-draugr.torch_utilities.system.device">
    40. 

  40. <span id="draugr-torch-utilities-system-device"></span><h1>draugr.torch_utilities.system.device<a class="headerlink" href="#module-draugr.torch_utilities.system.device" title="Permalink to this heading">¶</a></h1>
    41. 

  41. <p>Created on 15/11/2019</p>
    42. 

  42. <p class="rubric">Functions</p>
    43. 

  43. <table class="autosummary longtable docutils align-default">
    44. 

  44. <colgroup>
    45. 

  45. <col style="width: 10%" />
    46. 

  46. <col style="width: 90%" />
    47. 

  47. </colgroup>
    48. 

  48. <tbody>
    49. 

  49. <tr class="row-odd"><td><p><a class="reference internal" href="draugr.torch_utilities.system.device.global_torch_device.html#draugr.torch_utilities.system.device.global_torch_device" title="draugr.torch_utilities.system.device.global_torch_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">global_torch_device</span></code></a>([device_preference, ...])</p></td>
    50. 

  50. <td><p>first time call stores to device for global reference, later call must explicitly manually override!</p></td>
    51. 

  51. </tr>
    52. 

  52. <tr class="row-even"><td><p><a class="reference internal" href="draugr.torch_utilities.system.device.select_cuda_device.html#draugr.torch_utilities.system.device.select_cuda_device" title="draugr.torch_utilities.system.device.select_cuda_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">select_cuda_device</span></code></a>(cuda_device_idx)</p></td>
    53. 

  53. <td><p><dl class="field-list simple">
    54. 

  54. <dt class="field-odd">param cuda_device_idx</dt>
    55. 

  55. <dd class="field-odd"><p></p></dd>
    56. 

  56. </dl>
    57. 

  57. </p></td>
    58. 

  58. </tr>
    59. 

  59. <tr class="row-odd"><td><p><a class="reference internal" href="draugr.torch_utilities.system.device.get_gpu_usage_mb.html#draugr.torch_utilities.system.device.get_gpu_usage_mb" title="draugr.torch_utilities.system.device.get_gpu_usage_mb"><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_gpu_usage_mb</span></code></a>()</p></td>
    60. 

  60. <td><p><dl class="field-list simple">
    61. 

  61. <dt class="field-odd">return</dt>
    62. 

  62. <dd class="field-odd"><p></p></dd>
    63. 

  63. </dl>
    64. 

  64. </p></td>
    65. 

  65. </tr>
    66. 

  66. <tr class="row-even"><td><p><a class="reference internal" href="draugr.torch_utilities.system.device.auto_select_available_cuda_device.html#draugr.torch_utilities.system.device.auto_select_available_cuda_device" title="draugr.torch_utilities.system.device.auto_select_available_cuda_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">auto_select_available_cuda_device</span></code></a>([...])</p></td>
    67. 

  67. <td><p>Auto selects the device with highest compute capability and with the requested memory available</p></td>
    68. 

  68. </tr>
    69. 

  69. <tr class="row-odd"><td><p><a class="reference internal" href="draugr.torch_utilities.system.device.set_global_torch_device.html#draugr.torch_utilities.system.device.set_global_torch_device" title="draugr.torch_utilities.system.device.set_global_torch_device"><code class="xref py py-obj docutils literal notranslate"><span class="pre">set_global_torch_device</span></code></a>(device)</p></td>
    70. 

  70. <td><p><dl class="field-list simple">
    71. 

  71. <dt class="field-odd">param device</dt>
    72. 

  72. <dd class="field-odd"><p></p></dd>
    73. 

  73. </dl>
    74. 

  74. </p></td>
    75. 

  75. </tr>
    76. 

  76. <tr class="row-even"><td><p><a class="reference internal" href="draugr.torch_utilities.system.device.torch_clean_up.html#draugr.torch_utilities.system.device.torch_clean_up" title="draugr.torch_utilities.system.device.torch_clean_up"><code class="xref py py-obj docutils literal notranslate"><span class="pre">torch_clean_up</span></code></a>()</p></td>
    77. 

  77. <td><p><strong>Destroy cuda state by emptying cache and collecting IPC.</strong></p></td>
    78. 

  78. </tr>
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  79. </tbody>
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  81. <p class="rubric">Classes</p>
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    83. 

  83. <colgroup>
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  85. <col style="width: 90%" />
    86. 

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    88. 

  88. <tr class="row-odd"><td><p><a class="reference internal" href="draugr.torch_utilities.system.device.TorchDeviceEnum.html#draugr.torch_utilities.system.device.TorchDeviceEnum" title="draugr.torch_utilities.system.device.TorchDeviceEnum"><code class="xref py py-obj docutils literal notranslate"><span class="pre">TorchDeviceEnum</span></code></a>(value)</p></td>
    89. 

  89. <td><p>An enumeration.</p></td>
    90. 

  90. </tr>
    91. 

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