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Update run_mnist_multiclass.py
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srush authored Nov 17, 2020
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2 changes: 1 addition & 1 deletion project/run_mnist_multiclass.py
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Expand Up @@ -57,7 +57,7 @@ class Network(minitorch.Module):
1. Apply a convolution with 4 output channels and a 3x3 kernel followed by a ReLU (save to self.mid)
2. Apply a convolution with 8 output channels and a 3x3 kernel followed by a ReLU (save to self.out)
3. Apply 2D pooling (either Avg or Max) with 2x2 kernel.
3. Apply 2D pooling (either Avg or Max) with 4x4 kernel.
4. Flatten channels, height, and width. (Should be size BATCHx392)
5. Apply a Linear to size 64 followed by a ReLU and Dropout with rate 25%
6. Apply a Linear to size C (number of classes).
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