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@ -12956,7 +12956,7 @@ Neural Network Built!
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</div>
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<div class="cell border-box-sizing code_cell rendered">
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<div class="prompt input_prompt">In [ ]:</div>
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<div class="prompt input_prompt">In [64]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="sd">"""</span>
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@ -12980,6 +12980,31 @@ Neural Network Built!
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</div>
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<div class="output_subarea output_stream output_stdout output_text">
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<pre>Checking the Training on a Single Batch...
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Epoch 1, CIFAR-10 Batch 1: Loss: 2.2416 - Valid Accuracy: 16.52%
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Epoch 2, CIFAR-10 Batch 1: Loss: 2.0681 - Valid Accuracy: 26.34%
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Epoch 3, CIFAR-10 Batch 1: Loss: 1.9934 - Valid Accuracy: 30.72%
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Epoch 4, CIFAR-10 Batch 1: Loss: 1.8648 - Valid Accuracy: 36.14%
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Epoch 5, CIFAR-10 Batch 1: Loss: 1.7653 - Valid Accuracy: 38.90%
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Epoch 6, CIFAR-10 Batch 1: Loss: 1.6582 - Valid Accuracy: 41.92%
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Epoch 7, CIFAR-10 Batch 1: Loss: 1.4946 - Valid Accuracy: 44.92%
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Epoch 8, CIFAR-10 Batch 1: Loss: 1.3776 - Valid Accuracy: 48.44%
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Epoch 9, CIFAR-10 Batch 1: Loss: 1.2710 - Valid Accuracy: 49.32%
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</pre>
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@ -13100,7 +13125,7 @@ Epoch 9, CIFAR-10 Batch 5: Loss: 0.3885 - Valid Accuracy: 70.56%
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<div class="prompt input_prompt">In [ ]:</div>
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<div class="prompt input_prompt">In [65]:</div>
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<div class=" highlight hl-ipython3"><pre><span></span><span class="sd">"""</span>
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@ -13172,6 +13197,791 @@ Epoch 9, CIFAR-10 Batch 5: Loss: 0.3885 - Valid Accuracy: 70.56%
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<pre>Testing Accuracy: 0.7010512441396713
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</pre>
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XkGyHWQAAAAASUVORK5CYII=
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"
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width=355
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height=319
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>
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</div>
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</div>
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</div>
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</div>
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</div>
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<div class="cell border-box-sizing text_cell rendered">
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<div class="prompt input_prompt">
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spike
7 years ago