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Making AIE Development Easier documentation

Setup and Architecture Explanation
AIE vs other Accelerators
Using Constraints
Vector Addition Example
Single-Tile Matrix Multiplication
Simple Multi-Tile Matrix Multiplication (16x16x16)
Multi-Tile Matrix Multiplication with Adder-Tree
Convolution Example
MNIST Multi-Layer Perceptron

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By UCSD Kastner Lab and collaborators