As part of adding support for a Torch operator in Torch-MLIR, it is usually necessary to define a shape and dtype function so that the compiler can infer the shapes and dtypes of result tensors for ...

[abstract interpretation library](abstract_interp_lib.md) for this process. ## Step-by-step guide We will use the example of adding support for the `torch.aten.tanh` op.

Abstract: A graphical interpretation of the realization of symmetric Boolean functions with threshold logic elements is presented, from which a systematic synthesis method is developed. Theoretically, ...

The statistical physics of graphs and partition functions represents a vibrant intersection of graph theory, statistical mechanics and computational complexity. By summing over an ensemble of ...

Department of Computer Science, Metropolitan College, Boston University, Boston, MA, United States On the other hand, using MAD offers a direct measure of deviation and is more resilient to outliers.

Advances in metagenomics enable high resolution description of complex bacterial communities in their natural environments. Consequently, conceptual approaches for community level functional analysis ...

Abstract: We deal with the characterization of the functional brain connectivity of subjects under different mental states using theoretical graph analysis. This characterization is important since ...