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<a href="#var-members">Variables</a> </div>
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<div class="title">datasets Namespace Reference</div> </div>
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<table class="memberdecls">
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="var-members"></a>
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Variables</h2></td></tr>
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<tr class="memitem:a378bf954553e5a1f1292f5e2f76ec8fe"><td class="memItemLeft" align="right" valign="top"><a id="a378bf954553e5a1f1292f5e2f76ec8fe"></a>
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int </td><td class="memItemRight" valign="bottom"><b>BATCH_SIZE</b> = 300</td></tr>
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<tr class="separator:a378bf954553e5a1f1292f5e2f76ec8fe"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a1b6467c031c2ce8c5dd62e340eac1f98"><td class="memItemLeft" align="right" valign="top"><a id="a1b6467c031c2ce8c5dd62e340eac1f98"></a>
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int </td><td class="memItemRight" valign="bottom"><b>TEST_SIZE</b> = BATCH_SIZE</td></tr>
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<tr class="separator:a1b6467c031c2ce8c5dd62e340eac1f98"><td class="memSeparator" colspan="2"> </td></tr>
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bool </td><td class="memItemRight" valign="bottom"><b>download_data</b> = False</td></tr>
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<tr class="separator:a5726b73178bf908a459a1e9bf233e55c"><td class="memSeparator" colspan="2"> </td></tr>
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int </td><td class="memItemRight" valign="bottom"><b>num_workers</b> = 2</td></tr>
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<tr class="separator:a262c04f45d82620be0d4a8e3c9f159d0"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a3aa630da6a755f2ff14225b1afd2c7c8"><td class="memItemLeft" align="right" valign="top"><a id="a3aa630da6a755f2ff14225b1afd2c7c8"></a>
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bool </td><td class="memItemRight" valign="bottom"><b>pin_memory</b> = False</td></tr>
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<tr class="separator:a3aa630da6a755f2ff14225b1afd2c7c8"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:af74e1474d29bc3fc8867d7949905f078"><td class="memItemLeft" align="right" valign="top"> </td><td class="memItemRight" valign="bottom"><b>transform</b></td></tr>
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<tr class="separator:af74e1474d29bc3fc8867d7949905f078"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:a49e9e609d45f8da572fc0df8ce1680b7"><td class="memItemLeft" align="right" valign="top"><a id="a49e9e609d45f8da572fc0df8ce1680b7"></a>
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 </td><td class="memItemRight" valign="bottom"><a class="el" href="namespacedatasets.html#a49e9e609d45f8da572fc0df8ce1680b7">data_train</a> = torchvision.datasets.CIFAR10("../data", train=True, download=download_data, transform=transform)</td></tr>
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<tr class="memdesc:a49e9e609d45f8da572fc0df8ce1680b7"><td class="mdescLeft"> </td><td class="mdescRight">Classic Dataset ### Training data. <br /></td></tr>
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<tr class="separator:a49e9e609d45f8da572fc0df8ce1680b7"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:ab12cdd00ff14bc94cd4d6429f3f628c9"><td class="memItemLeft" align="right" valign="top"><a id="ab12cdd00ff14bc94cd4d6429f3f628c9"></a>
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 </td><td class="memItemRight" valign="bottom"><b>data_test</b> = torchvision.datasets.CIFAR10("../data", train=False, download=download_data, transform=transform)</td></tr>
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<tr class="memitem:adf5689fc972776801ca82046511c0f9e"><td class="memItemLeft" align="right" valign="top"><a id="adf5689fc972776801ca82046511c0f9e"></a>
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 </td><td class="memItemRight" valign="bottom"><b>train_subset_indices</b> = range(int(len(<a class="el" href="namespacedatasets.html#a49e9e609d45f8da572fc0df8ce1680b7">data_train</a>)/2))</td></tr>
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<tr class="separator:adf5689fc972776801ca82046511c0f9e"><td class="memSeparator" colspan="2"> </td></tr>
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<tr class="memitem:aecf7bbf6e45588bc160b044a9fff4b7f"><td class="memItemLeft" align="right" valign="top"><a id="aecf7bbf6e45588bc160b044a9fff4b7f"></a>
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 </td><td class="memItemRight" valign="bottom"><b>val_subset_indices</b> = range(int(len(<a class="el" href="namespacedatasets.html#a49e9e609d45f8da572fc0df8ce1680b7">data_train</a>)/2),len(<a class="el" href="namespacedatasets.html#a49e9e609d45f8da572fc0df8ce1680b7">data_train</a>))</td></tr>
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 </td><td class="memItemRight" valign="bottom"><b>dl_train</b> = torch.utils.data.DataLoader(<a class="el" href="namespacedatasets.html#a49e9e609d45f8da572fc0df8ce1680b7">data_train</a>, batch_size=BATCH_SIZE, shuffle=False, sampler=SubsetRandomSampler(train_subset_indices), num_workers=num_workers, pin_memory=pin_memory)</td></tr>
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 </td><td class="memItemRight" valign="bottom"><b>dl_val</b> = torch.utils.data.DataLoader(<a class="el" href="namespacedatasets.html#a49e9e609d45f8da572fc0df8ce1680b7">data_train</a>, batch_size=BATCH_SIZE, shuffle=False, sampler=SubsetRandomSampler(val_subset_indices), num_workers=num_workers, pin_memory=pin_memory)</td></tr>
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 </td><td class="memItemRight" valign="bottom"><b>dl_test</b> = torch.utils.data.DataLoader(data_test, batch_size=TEST_SIZE, shuffle=False, num_workers=num_workers, pin_memory=pin_memory)</td></tr>
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</table>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
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<div class="textblock"><pre class="fragment">Dataset definition.
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MNIST / CIFAR10
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</pre> </div><h2 class="groupheader">Variable Documentation</h2>
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<a id="af74e1474d29bc3fc8867d7949905f078"></a>
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<h2 class="memtitle"><span class="permalink"><a href="#af74e1474d29bc3fc8867d7949905f078">◆ </a></span>transform</h2>
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<div class="memproto">
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<td class="memname">datasets.transform</td>
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</div><div class="memdoc">
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<b>Initial value:</b><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno"> 1</span> = torchvision.transforms.Compose([</div><div class="line"><a name="l00002"></a><span class="lineno"> 2</span>  torchvision.transforms.ToTensor(),</div><div class="line"><a name="l00003"></a><span class="lineno"> 3</span>  <span class="comment">#torchvision.transforms.Normalize((0.4914, 0.4822, 0.4465), (0.2023, 0.1994, 0.2010)), #CIFAR10</span></div><div class="line"><a name="l00004"></a><span class="lineno"> 4</span> ])</div></div><!-- fragment -->
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