Machine Learning Compilation: Expectation vs Reality

This image illustrates the disparity between the idealized vision of a universal open-source ML compiler and the fragmented reality of the current machine learning ecosystem, highlighting the complexity of integrating frameworks like PyTorch with hardware accelerators.