sweepai / evals

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Add CNN class for handling MNIST dataset #129

Closed sweep-nightly[bot] closed 10 months ago

sweep-nightly[bot] commented 11 months ago

Description

This PR adds a new CNN class in the src/cnn.py file to handle the MNIST dataset. The CNN class is designed to process 28x28 grayscale images and includes two convolutional layers, ReLU activations, max pooling, and two fully connected layers. Additionally, a train_cnn function is implemented to train the CNN using the provided DataLoader.

Summary of Changes

Please review and merge this PR to incorporate the new CNN class for handling the MNIST dataset.

Fixes #9.


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sweep-nightly[bot] commented 11 months ago

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