Mark’s Status Report for April 5

This week, I finished the tensor serializer helper function for serializing tensors between 1-4 dimensions. This meant converting any of the various dimensioned tensors into a single dimension list based off of the Transport Protocol that we had described previously. Additionally, I wrote a basic serialization for each of the six possible layers that a model could have (Linear, 2D Convolution, ReLU, Maxpool2D, Flatten, Softmax). As of this point, all tensors use integer values to represent values as it is easier to validate a tensor is being serialized correctly.

This coming week. I plan on fully implementing the serialization for each of the six possible layers, as well as cleaning up the interaction between the Data Source machine and the Worker.

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